<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>171013005</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>

<style type="text/css">
    /*!
*
* Twitter Bootstrap
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/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
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/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    color: #000 !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
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  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
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  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
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  thead {
    display: table-header-group;
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  tr,
  img {
    page-break-inside: avoid;
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  img {
    max-width: 100% !important;
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  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
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  h2,
  h3 {
    page-break-after: avoid;
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  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
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  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
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  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
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}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
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}
.glyphicon-refresh:before {
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}
.glyphicon-list-alt:before {
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}
.glyphicon-lock:before {
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}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
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}
.glyphicon-barcode:before {
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}
.glyphicon-tag:before {
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}
.glyphicon-tags:before {
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}
.glyphicon-book:before {
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}
.glyphicon-bookmark:before {
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}
.glyphicon-print:before {
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}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
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}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
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}
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}
.glyphicon-text-width:before {
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}
.glyphicon-align-left:before {
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}
.glyphicon-align-center:before {
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}
.glyphicon-align-right:before {
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}
.glyphicon-align-justify:before {
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}
.glyphicon-list:before {
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}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
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}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
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}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
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}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
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}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
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}
.glyphicon-sound-stereo:before {
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}
.glyphicon-sound-dolby:before {
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}
.glyphicon-sound-5-1:before {
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.glyphicon-sound-6-1:before {
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}
.glyphicon-sound-7-1:before {
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}
.glyphicon-copyright-mark:before {
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}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
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}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
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.glyphicon-tree-deciduous:before {
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}
.glyphicon-cd:before {
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}
.glyphicon-save-file:before {
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.glyphicon-open-file:before {
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.glyphicon-level-up:before {
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.glyphicon-copy:before {
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.glyphicon-paste:before {
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.glyphicon-alert:before {
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.glyphicon-equalizer:before {
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}
.glyphicon-king:before {
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}
.glyphicon-queen:before {
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}
.glyphicon-pawn:before {
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}
.glyphicon-bishop:before {
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}
.glyphicon-knight:before {
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}
.glyphicon-baby-formula:before {
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}
.glyphicon-tent:before {
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}
.glyphicon-blackboard:before {
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}
.glyphicon-bed:before {
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}
.glyphicon-apple:before {
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}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
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}
.glyphicon-option-vertical:before {
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}
.glyphicon-menu-hamburger:before {
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}
.glyphicon-modal-window:before {
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}
.glyphicon-oil:before {
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}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
[dir="rtl"] #ipython_notebook {
  float: right !important;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#login_widget {
  float: right;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
[dir="rtl"] #tabs li {
  float: right;
}
ul#tabs {
  margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
  margin-right: 0px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons {
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: baseline;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
#tree-selector {
  padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
  float: right;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
[dir="rtl"] #new-menu {
  text-align: right;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
[dir="rtl"] #running .col-sm-8 {
  float: right !important;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  padding: 0.4em;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url();
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
.pulse,
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># 导入数据</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="n">data1</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;female.csv&#39;</span><span class="p">)</span>
<span class="n">data1</span>
</pre></div>

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      <th>Indicator Name</th>
      <th>Indicator Code</th>
      <th>2000</th>
      <th>2001</th>
      <th>2002</th>
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      <th>2004</th>
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      <th>...</th>
      <th>2010</th>
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    <tr>
      <th>0</th>
      <td>West Bank and Gaza</td>
      <td>PSE</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
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      <td>17.030001</td>
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      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>35.904999</td>
      <td>36.387001</td>
      <td>41.076000</td>
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      <td>36.403000</td>
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      <td>20.232000</td>
      <td>21.032000</td>
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      <td>28.150999</td>
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      <th>3</th>
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      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>43.868000</td>
      <td>42.737000</td>
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      <td>37.933998</td>
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      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>21.681000</td>
      <td>22.108999</td>
      <td>23.542000</td>
      <td>24.398001</td>
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      <td>24.770000</td>
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      <td>28.677999</td>
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      <td>...</td>
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      <th>6</th>
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      <td>28.735001</td>
      <td>26.889999</td>
      <td>26.267000</td>
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      <td>25.181000</td>
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      <td>25.659000</td>
      <td>24.021000</td>
      <td>23.004000</td>
      <td>23.139999</td>
      <td>24.429001</td>
      <td>24.605000</td>
      <td>24.510000</td>
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    <tr>
      <th>7</th>
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      <td>BIH</td>
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      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>30.330999</td>
      <td>31.111000</td>
      <td>32.203999</td>
      <td>32.956001</td>
      <td>33.715000</td>
      <td>34.237999</td>
      <td>...</td>
      <td>29.878000</td>
      <td>29.895000</td>
      <td>30.611000</td>
      <td>28.910000</td>
      <td>31.146000</td>
      <td>30.660000</td>
      <td>30.075001</td>
      <td>23.058001</td>
      <td>23.916000</td>
      <td>24.294001</td>
    </tr>
    <tr>
      <th>8</th>
      <td>St. Lucia</td>
      <td>LCA</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>21.267000</td>
      <td>22.535000</td>
      <td>24.160999</td>
      <td>28.362000</td>
      <td>25.169001</td>
      <td>23.110001</td>
      <td>...</td>
      <td>18.309000</td>
      <td>20.295000</td>
      <td>21.318001</td>
      <td>24.003000</td>
      <td>25.815001</td>
      <td>27.412001</td>
      <td>23.487000</td>
      <td>23.103001</td>
      <td>23.497999</td>
      <td>23.441000</td>
    </tr>
    <tr>
      <th>9</th>
      <td>Egypt, Arab Rep.</td>
      <td>EGY</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>22.944000</td>
      <td>21.974001</td>
      <td>24.052000</td>
      <td>23.671000</td>
      <td>25.368999</td>
      <td>25.101999</td>
      <td>...</td>
      <td>22.110001</td>
      <td>22.452999</td>
      <td>24.016001</td>
      <td>24.166000</td>
      <td>23.999001</td>
      <td>24.945999</td>
      <td>23.722000</td>
      <td>23.098000</td>
      <td>23.101999</td>
      <td>23.146999</td>
    </tr>
    <tr>
      <th>10</th>
      <td>Sudan</td>
      <td>SDN</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>22.028000</td>
      <td>21.964001</td>
      <td>21.822001</td>
      <td>21.830999</td>
      <td>21.552000</td>
      <td>21.270000</td>
      <td>...</td>
      <td>24.639999</td>
      <td>24.007999</td>
      <td>23.712999</td>
      <td>24.007999</td>
      <td>24.174000</td>
      <td>24.033001</td>
      <td>23.747999</td>
      <td>23.311001</td>
      <td>23.224001</td>
      <td>23.115999</td>
    </tr>
    <tr>
      <th>11</th>
      <td>Greece</td>
      <td>GRC</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>17.172001</td>
      <td>16.018000</td>
      <td>15.439000</td>
      <td>14.551000</td>
      <td>16.058001</td>
      <td>15.508000</td>
      <td>...</td>
      <td>16.379000</td>
      <td>21.563999</td>
      <td>28.266001</td>
      <td>31.402000</td>
      <td>30.226000</td>
      <td>28.916000</td>
      <td>28.167999</td>
      <td>26.138000</td>
      <td>23.916000</td>
      <td>23.093000</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Jordan</td>
      <td>JOR</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>21.219000</td>
      <td>20.562000</td>
      <td>22.076000</td>
      <td>20.893999</td>
      <td>23.481001</td>
      <td>26.104000</td>
      <td>...</td>
      <td>21.841000</td>
      <td>21.285000</td>
      <td>20.035999</td>
      <td>22.172001</td>
      <td>20.615000</td>
      <td>22.673000</td>
      <td>24.205000</td>
      <td>23.698000</td>
      <td>22.959999</td>
      <td>22.922001</td>
    </tr>
    <tr>
      <th>13</th>
      <td>Yemen, Rep.</td>
      <td>YEM</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>8.807000</td>
      <td>9.611000</td>
      <td>10.583000</td>
      <td>11.368000</td>
      <td>12.135000</td>
      <td>12.955000</td>
      <td>...</td>
      <td>19.622000</td>
      <td>20.646999</td>
      <td>22.298000</td>
      <td>24.743999</td>
      <td>26.127001</td>
      <td>26.540001</td>
      <td>25.323000</td>
      <td>24.752001</td>
      <td>23.493000</td>
      <td>22.794001</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Tunisia</td>
      <td>TUN</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>16.107000</td>
      <td>15.564000</td>
      <td>15.740000</td>
      <td>16.204000</td>
      <td>16.389999</td>
      <td>15.164000</td>
      <td>...</td>
      <td>18.957001</td>
      <td>27.405001</td>
      <td>25.648001</td>
      <td>23.035000</td>
      <td>21.488001</td>
      <td>22.410000</td>
      <td>23.438999</td>
      <td>23.117001</td>
      <td>22.583000</td>
      <td>22.281000</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Botswana</td>
      <td>BWA</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>17.302000</td>
      <td>22.209000</td>
      <td>24.542999</td>
      <td>26.577999</td>
      <td>24.270000</td>
      <td>22.285000</td>
      <td>...</td>
      <td>21.636000</td>
      <td>21.791000</td>
      <td>21.858000</td>
      <td>22.337999</td>
      <td>22.188000</td>
      <td>21.656000</td>
      <td>21.660000</td>
      <td>21.355000</td>
      <td>21.530001</td>
      <td>21.789000</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Sao Tome and Principe</td>
      <td>STP</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>17.854000</td>
      <td>26.041000</td>
      <td>26.471001</td>
      <td>26.289000</td>
      <td>24.398001</td>
      <td>25.729000</td>
      <td>...</td>
      <td>21.972000</td>
      <td>21.868000</td>
      <td>21.611000</td>
      <td>21.964001</td>
      <td>21.861000</td>
      <td>21.531000</td>
      <td>21.427000</td>
      <td>20.877001</td>
      <td>21.100000</td>
      <td>21.305000</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Algeria</td>
      <td>DZA</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>29.718000</td>
      <td>27.743999</td>
      <td>26.940001</td>
      <td>25.443001</td>
      <td>18.205999</td>
      <td>17.921000</td>
      <td>...</td>
      <td>19.090000</td>
      <td>17.304001</td>
      <td>17.007000</td>
      <td>16.271000</td>
      <td>15.635000</td>
      <td>16.674999</td>
      <td>18.629000</td>
      <td>21.100000</td>
      <td>21.322001</td>
      <td>21.101999</td>
    </tr>
    <tr>
      <th>18</th>
      <td>Saudi Arabia</td>
      <td>SAU</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>9.372000</td>
      <td>9.190000</td>
      <td>11.641000</td>
      <td>12.653000</td>
      <td>13.506000</td>
      <td>14.224000</td>
      <td>...</td>
      <td>17.493999</td>
      <td>19.052999</td>
      <td>20.961000</td>
      <td>20.782000</td>
      <td>21.659000</td>
      <td>21.580999</td>
      <td>21.075001</td>
      <td>19.993000</td>
      <td>20.294001</td>
      <td>20.948000</td>
    </tr>
    <tr>
      <th>19</th>
      <td>Syrian Arab Republic</td>
      <td>SYR</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>19.504999</td>
      <td>25.556000</td>
      <td>24.750000</td>
      <td>20.907000</td>
      <td>22.277000</td>
      <td>23.257000</td>
      <td>...</td>
      <td>21.923000</td>
      <td>21.697001</td>
      <td>21.270000</td>
      <td>21.000999</td>
      <td>21.191999</td>
      <td>21.436001</td>
      <td>21.121000</td>
      <td>20.667999</td>
      <td>20.612000</td>
      <td>20.780001</td>
    </tr>
    <tr>
      <th>20</th>
      <td>North Macedonia</td>
      <td>MKD</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>34.898998</td>
      <td>32.056000</td>
      <td>32.304001</td>
      <td>36.279999</td>
      <td>37.812000</td>
      <td>38.439999</td>
      <td>...</td>
      <td>32.240002</td>
      <td>30.790001</td>
      <td>30.333000</td>
      <td>29.020000</td>
      <td>28.618999</td>
      <td>25.063000</td>
      <td>22.726000</td>
      <td>21.820999</td>
      <td>20.273001</td>
      <td>20.525999</td>
    </tr>
    <tr>
      <th>21</th>
      <td>Iran, Islamic Rep.</td>
      <td>IRN</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>18.891001</td>
      <td>20.111000</td>
      <td>21.833000</td>
      <td>19.056000</td>
      <td>16.190001</td>
      <td>18.243000</td>
      <td>...</td>
      <td>20.652000</td>
      <td>20.549999</td>
      <td>20.580000</td>
      <td>19.691000</td>
      <td>19.690001</td>
      <td>19.419001</td>
      <td>20.688000</td>
      <td>19.978001</td>
      <td>20.070999</td>
      <td>20.128000</td>
    </tr>
    <tr>
      <th>22</th>
      <td>Arab World</td>
      <td>ARB</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>17.843491</td>
      <td>17.688795</td>
      <td>18.270732</td>
      <td>18.017704</td>
      <td>17.827660</td>
      <td>17.801290</td>
      <td>...</td>
      <td>17.621810</td>
      <td>18.119689</td>
      <td>18.582660</td>
      <td>18.481352</td>
      <td>18.484583</td>
      <td>18.781549</td>
      <td>18.704685</td>
      <td>18.660883</td>
      <td>18.678940</td>
      <td>18.734312</td>
    </tr>
    <tr>
      <th>23</th>
      <td>Armenia</td>
      <td>ARM</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>14.703000</td>
      <td>14.402000</td>
      <td>14.023000</td>
      <td>13.216000</td>
      <td>12.571000</td>
      <td>11.642000</td>
      <td>...</td>
      <td>21.292000</td>
      <td>19.650999</td>
      <td>18.198999</td>
      <td>18.132999</td>
      <td>19.473000</td>
      <td>19.254999</td>
      <td>17.483000</td>
      <td>17.452999</td>
      <td>17.899000</td>
      <td>18.266001</td>
    </tr>
    <tr>
      <th>24</th>
      <td>St. Vincent and the Grenadines</td>
      <td>VCT</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>19.136000</td>
      <td>18.632000</td>
      <td>18.691000</td>
      <td>18.660000</td>
      <td>18.427999</td>
      <td>18.037001</td>
      <td>...</td>
      <td>17.392000</td>
      <td>17.416000</td>
      <td>17.500999</td>
      <td>17.583000</td>
      <td>17.509001</td>
      <td>17.833000</td>
      <td>17.735001</td>
      <td>17.448999</td>
      <td>17.471001</td>
      <td>17.465000</td>
    </tr>
    <tr>
      <th>25</th>
      <td>Spain</td>
      <td>ESP</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>20.368000</td>
      <td>15.062000</td>
      <td>16.066000</td>
      <td>15.701000</td>
      <td>15.051000</td>
      <td>11.992000</td>
      <td>...</td>
      <td>20.226999</td>
      <td>21.813999</td>
      <td>25.035000</td>
      <td>26.674999</td>
      <td>25.430000</td>
      <td>23.554001</td>
      <td>21.388000</td>
      <td>19.038000</td>
      <td>17.634001</td>
      <td>17.094000</td>
    </tr>
    <tr>
      <th>26</th>
      <td>Haiti</td>
      <td>HTI</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>9.591000</td>
      <td>10.934000</td>
      <td>12.554000</td>
      <td>13.933000</td>
      <td>15.395000</td>
      <td>16.910000</td>
      <td>...</td>
      <td>18.406000</td>
      <td>17.917000</td>
      <td>17.118999</td>
      <td>17.183001</td>
      <td>16.912001</td>
      <td>16.709000</td>
      <td>16.591000</td>
      <td>16.271999</td>
      <td>16.344999</td>
      <td>16.231001</td>
    </tr>
    <tr>
      <th>27</th>
      <td>Montenegro</td>
      <td>MNE</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>35.588001</td>
      <td>35.416000</td>
      <td>36.032001</td>
      <td>36.345001</td>
      <td>36.035000</td>
      <td>35.625999</td>
      <td>...</td>
      <td>20.733000</td>
      <td>20.132000</td>
      <td>20.249001</td>
      <td>18.818001</td>
      <td>18.221001</td>
      <td>17.305000</td>
      <td>17.076000</td>
      <td>16.950001</td>
      <td>15.855000</td>
      <td>16.020000</td>
    </tr>
    <tr>
      <th>28</th>
      <td>Guyana</td>
      <td>GUY</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>15.100000</td>
      <td>15.058000</td>
      <td>15.235000</td>
      <td>15.128000</td>
      <td>14.964000</td>
      <td>14.421000</td>
      <td>...</td>
      <td>15.233000</td>
      <td>15.401000</td>
      <td>15.620000</td>
      <td>16.006001</td>
      <td>16.075001</td>
      <td>16.226000</td>
      <td>15.986000</td>
      <td>15.733000</td>
      <td>15.732000</td>
      <td>15.775000</td>
    </tr>
    <tr>
      <th>29</th>
      <td>Belize</td>
      <td>BLZ</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>17.816999</td>
      <td>15.503000</td>
      <td>15.163000</td>
      <td>16.170000</td>
      <td>16.829000</td>
      <td>17.200001</td>
      <td>...</td>
      <td>17.924000</td>
      <td>19.792000</td>
      <td>22.230000</td>
      <td>19.292999</td>
      <td>19.715000</td>
      <td>15.076000</td>
      <td>13.582000</td>
      <td>15.403000</td>
      <td>15.329000</td>
      <td>15.396000</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>166</th>
      <td>Iceland</td>
      <td>ISL</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>2.622000</td>
      <td>2.238000</td>
      <td>2.649000</td>
      <td>3.969000</td>
      <td>2.756000</td>
      <td>2.491000</td>
      <td>...</td>
      <td>6.730000</td>
      <td>6.205000</td>
      <td>5.663000</td>
      <td>5.076000</td>
      <td>4.785000</td>
      <td>4.051000</td>
      <td>3.046000</td>
      <td>2.718000</td>
      <td>2.811000</td>
      <td>2.930000</td>
    </tr>
    <tr>
      <th>167</th>
      <td>Bhutan</td>
      <td>BTN</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>2.298000</td>
      <td>2.887000</td>
      <td>2.776000</td>
      <td>2.604000</td>
      <td>3.313000</td>
      <td>3.331000</td>
      <td>...</td>
      <td>4.068000</td>
      <td>4.916000</td>
      <td>2.218000</td>
      <td>3.784000</td>
      <td>3.629000</td>
      <td>3.267000</td>
      <td>3.175000</td>
      <td>2.981000</td>
      <td>3.020000</td>
      <td>2.897000</td>
    </tr>
    <tr>
      <th>168</th>
      <td>Chad</td>
      <td>TCD</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>0.909000</td>
      <td>0.951000</td>
      <td>1.007000</td>
      <td>1.086000</td>
      <td>1.192000</td>
      <td>1.178000</td>
      <td>...</td>
      <td>1.630000</td>
      <td>1.768000</td>
      <td>1.869000</td>
      <td>2.259000</td>
      <td>2.263000</td>
      <td>2.427000</td>
      <td>2.706000</td>
      <td>2.538000</td>
      <td>2.608000</td>
      <td>2.789000</td>
    </tr>
    <tr>
      <th>169</th>
      <td>Guinea</td>
      <td>GIN</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>3.361000</td>
      <td>3.405000</td>
      <td>3.465000</td>
      <td>3.315000</td>
      <td>3.300000</td>
      <td>3.182000</td>
      <td>...</td>
      <td>3.218000</td>
      <td>3.138000</td>
      <td>3.066000</td>
      <td>3.129000</td>
      <td>3.126000</td>
      <td>3.117000</td>
      <td>2.782000</td>
      <td>2.631000</td>
      <td>2.647000</td>
      <td>2.623000</td>
    </tr>
    <tr>
      <th>170</th>
      <td>Cuba</td>
      <td>CUB</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>8.401000</td>
      <td>5.805000</td>
      <td>4.661000</td>
      <td>3.433000</td>
      <td>2.210000</td>
      <td>2.211000</td>
      <td>...</td>
      <td>2.710000</td>
      <td>3.514000</td>
      <td>3.615000</td>
      <td>3.551000</td>
      <td>3.140000</td>
      <td>2.586000</td>
      <td>2.550000</td>
      <td>2.505000</td>
      <td>2.534000</td>
      <td>2.559000</td>
    </tr>
    <tr>
      <th>171</th>
      <td>Philippines</td>
      <td>PHL</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>4.159000</td>
      <td>4.020000</td>
      <td>3.917000</td>
      <td>3.843000</td>
      <td>3.889000</td>
      <td>4.199000</td>
      <td>...</td>
      <td>3.790000</td>
      <td>3.829000</td>
      <td>3.734000</td>
      <td>3.824000</td>
      <td>3.725000</td>
      <td>3.265000</td>
      <td>2.870000</td>
      <td>2.702000</td>
      <td>2.606000</td>
      <td>2.532000</td>
    </tr>
    <tr>
      <th>172</th>
      <td>Hong Kong SAR, China</td>
      <td>HKG</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>4.014000</td>
      <td>3.858000</td>
      <td>5.896000</td>
      <td>6.185000</td>
      <td>5.546000</td>
      <td>4.410000</td>
      <td>...</td>
      <td>3.511000</td>
      <td>2.793000</td>
      <td>2.755000</td>
      <td>2.969000</td>
      <td>3.011000</td>
      <td>3.191000</td>
      <td>3.078000</td>
      <td>2.774000</td>
      <td>2.518000</td>
      <td>2.500000</td>
    </tr>
    <tr>
      <th>173</th>
      <td>Tanzania</td>
      <td>TZA</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>3.182000</td>
      <td>2.964000</td>
      <td>3.426000</td>
      <td>3.792000</td>
      <td>4.143000</td>
      <td>4.422000</td>
      <td>...</td>
      <td>3.544000</td>
      <td>4.315000</td>
      <td>4.065000</td>
      <td>3.788000</td>
      <td>2.703000</td>
      <td>2.681000</td>
      <td>2.630000</td>
      <td>2.460000</td>
      <td>2.430000</td>
      <td>2.405000</td>
    </tr>
    <tr>
      <th>174</th>
      <td>Ethiopia</td>
      <td>ETH</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>4.633000</td>
      <td>4.299000</td>
      <td>4.093000</td>
      <td>3.854000</td>
      <td>3.560000</td>
      <td>3.283000</td>
      <td>...</td>
      <td>3.101000</td>
      <td>3.011000</td>
      <td>2.916000</td>
      <td>2.950000</td>
      <td>2.793000</td>
      <td>2.689000</td>
      <td>2.577000</td>
      <td>2.431000</td>
      <td>2.416000</td>
      <td>2.390000</td>
    </tr>
    <tr>
      <th>175</th>
      <td>Afghanistan</td>
      <td>AFG</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>2.991000</td>
      <td>2.906000</td>
      <td>3.064000</td>
      <td>2.943000</td>
      <td>2.723000</td>
      <td>2.642000</td>
      <td>...</td>
      <td>2.920000</td>
      <td>2.910000</td>
      <td>2.791000</td>
      <td>2.800000</td>
      <td>2.766000</td>
      <td>2.679000</td>
      <td>2.602000</td>
      <td>2.467000</td>
      <td>2.421000</td>
      <td>2.385000</td>
    </tr>
    <tr>
      <th>176</th>
      <td>Japan</td>
      <td>JPN</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>4.463000</td>
      <td>4.703000</td>
      <td>5.159000</td>
      <td>4.941000</td>
      <td>4.404000</td>
      <td>4.166000</td>
      <td>...</td>
      <td>4.631000</td>
      <td>4.139000</td>
      <td>3.955000</td>
      <td>3.658000</td>
      <td>3.426000</td>
      <td>3.113000</td>
      <td>2.814000</td>
      <td>2.635000</td>
      <td>2.311000</td>
      <td>2.337000</td>
    </tr>
    <tr>
      <th>177</th>
      <td>Turkmenistan</td>
      <td>TKM</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>8.879000</td>
      <td>8.022000</td>
      <td>7.337000</td>
      <td>6.591000</td>
      <td>5.792000</td>
      <td>5.046000</td>
      <td>...</td>
      <td>2.279000</td>
      <td>2.305000</td>
      <td>2.300000</td>
      <td>2.300000</td>
      <td>2.237000</td>
      <td>2.177000</td>
      <td>2.127000</td>
      <td>2.048000</td>
      <td>2.114000</td>
      <td>2.159000</td>
    </tr>
    <tr>
      <th>178</th>
      <td>Uganda</td>
      <td>UGA</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>3.250000</td>
      <td>3.808000</td>
      <td>4.383000</td>
      <td>4.560000</td>
      <td>3.144000</td>
      <td>2.112000</td>
      <td>...</td>
      <td>4.328000</td>
      <td>4.301000</td>
      <td>4.295000</td>
      <td>2.479000</td>
      <td>2.431000</td>
      <td>2.402000</td>
      <td>2.291000</td>
      <td>2.184000</td>
      <td>2.135000</td>
      <td>2.136000</td>
    </tr>
    <tr>
      <th>179</th>
      <td>Myanmar</td>
      <td>MMR</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>1.392000</td>
      <td>1.370000</td>
      <td>1.393000</td>
      <td>1.383000</td>
      <td>1.322000</td>
      <td>1.251000</td>
      <td>...</td>
      <td>1.009000</td>
      <td>0.996000</td>
      <td>0.988000</td>
      <td>0.981000</td>
      <td>0.939000</td>
      <td>0.905000</td>
      <td>1.437000</td>
      <td>2.032000</td>
      <td>2.065000</td>
      <td>2.106000</td>
    </tr>
    <tr>
      <th>180</th>
      <td>Benin</td>
      <td>BEN</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>0.488000</td>
      <td>0.443000</td>
      <td>0.427000</td>
      <td>0.497000</td>
      <td>0.574000</td>
      <td>0.620000</td>
      <td>...</td>
      <td>1.146000</td>
      <td>2.872000</td>
      <td>2.960000</td>
      <td>2.909000</td>
      <td>2.748000</td>
      <td>2.636000</td>
      <td>2.604000</td>
      <td>2.337000</td>
      <td>2.232000</td>
      <td>2.101000</td>
    </tr>
    <tr>
      <th>181</th>
      <td>Liberia</td>
      <td>LBR</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>2.767000</td>
      <td>2.597000</td>
      <td>2.690000</td>
      <td>2.645000</td>
      <td>2.571000</td>
      <td>2.441000</td>
      <td>...</td>
      <td>2.290000</td>
      <td>2.303000</td>
      <td>2.295000</td>
      <td>2.321000</td>
      <td>2.237000</td>
      <td>2.209000</td>
      <td>2.169000</td>
      <td>2.045000</td>
      <td>2.049000</td>
      <td>2.048000</td>
    </tr>
    <tr>
      <th>182</th>
      <td>Tonga</td>
      <td>TON</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>5.729000</td>
      <td>6.246000</td>
      <td>6.941000</td>
      <td>7.425000</td>
      <td>5.297000</td>
      <td>3.513000</td>
      <td>...</td>
      <td>2.161000</td>
      <td>2.132000</td>
      <td>2.063000</td>
      <td>2.082000</td>
      <td>2.084000</td>
      <td>2.073000</td>
      <td>2.030000</td>
      <td>1.945000</td>
      <td>1.977000</td>
      <td>1.951000</td>
    </tr>
    <tr>
      <th>183</th>
      <td>Madagascar</td>
      <td>MDG</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>5.877000</td>
      <td>5.401000</td>
      <td>5.488000</td>
      <td>5.559000</td>
      <td>4.155000</td>
      <td>3.164000</td>
      <td>...</td>
      <td>5.325000</td>
      <td>2.336000</td>
      <td>0.627000</td>
      <td>0.967000</td>
      <td>1.382000</td>
      <td>1.846000</td>
      <td>1.816000</td>
      <td>1.729000</td>
      <td>1.785000</td>
      <td>1.802000</td>
    </tr>
    <tr>
      <th>184</th>
      <td>Vietnam</td>
      <td>VNM</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>2.142000</td>
      <td>3.271000</td>
      <td>2.331000</td>
      <td>2.637000</td>
      <td>2.438000</td>
      <td>2.405000</td>
      <td>...</td>
      <td>1.077000</td>
      <td>0.904000</td>
      <td>0.933000</td>
      <td>1.085000</td>
      <td>1.106000</td>
      <td>1.713000</td>
      <td>1.701000</td>
      <td>1.711000</td>
      <td>1.752000</td>
      <td>1.786000</td>
    </tr>
    <tr>
      <th>185</th>
      <td>Macao SAR, China</td>
      <td>MAC</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>4.614000</td>
      <td>4.401000</td>
      <td>4.493000</td>
      <td>4.709000</td>
      <td>4.039000</td>
      <td>3.785000</td>
      <td>...</td>
      <td>2.080000</td>
      <td>2.155000</td>
      <td>1.651000</td>
      <td>1.397000</td>
      <td>1.437000</td>
      <td>1.601000</td>
      <td>1.494000</td>
      <td>1.592000</td>
      <td>1.641000</td>
      <td>1.647000</td>
    </tr>
    <tr>
      <th>186</th>
      <td>Solomon Islands</td>
      <td>SLB</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>2.034000</td>
      <td>2.007000</td>
      <td>2.169000</td>
      <td>2.195000</td>
      <td>2.219000</td>
      <td>2.128000</td>
      <td>...</td>
      <td>1.539000</td>
      <td>1.758000</td>
      <td>1.890000</td>
      <td>1.814000</td>
      <td>1.842000</td>
      <td>1.769000</td>
      <td>1.704000</td>
      <td>1.565000</td>
      <td>1.567000</td>
      <td>1.566000</td>
    </tr>
    <tr>
      <th>187</th>
      <td>Togo</td>
      <td>TGO</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>1.786000</td>
      <td>1.775000</td>
      <td>1.808000</td>
      <td>1.791000</td>
      <td>1.702000</td>
      <td>1.662000</td>
      <td>...</td>
      <td>1.599000</td>
      <td>1.554000</td>
      <td>1.572000</td>
      <td>1.529000</td>
      <td>1.494000</td>
      <td>1.430000</td>
      <td>1.386000</td>
      <td>1.341000</td>
      <td>1.355000</td>
      <td>1.357000</td>
    </tr>
    <tr>
      <th>188</th>
      <td>Papua New Guinea</td>
      <td>PNG</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>1.971000</td>
      <td>1.899000</td>
      <td>1.950000</td>
      <td>1.860000</td>
      <td>1.682000</td>
      <td>1.535000</td>
      <td>...</td>
      <td>1.277000</td>
      <td>1.448000</td>
      <td>1.458000</td>
      <td>1.504000</td>
      <td>1.497000</td>
      <td>1.466000</td>
      <td>1.347000</td>
      <td>1.231000</td>
      <td>1.280000</td>
      <td>1.301000</td>
    </tr>
    <tr>
      <th>189</th>
      <td>Burundi</td>
      <td>BDI</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>1.627000</td>
      <td>1.585000</td>
      <td>1.641000</td>
      <td>1.588000</td>
      <td>1.570000</td>
      <td>1.466000</td>
      <td>...</td>
      <td>1.339000</td>
      <td>1.311000</td>
      <td>1.270000</td>
      <td>1.247000</td>
      <td>1.156000</td>
      <td>1.155000</td>
      <td>1.139000</td>
      <td>1.058000</td>
      <td>1.073000</td>
      <td>1.064000</td>
    </tr>
    <tr>
      <th>190</th>
      <td>Nepal</td>
      <td>NPL</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>1.625000</td>
      <td>1.619000</td>
      <td>1.618000</td>
      <td>1.658000</td>
      <td>1.555000</td>
      <td>1.444000</td>
      <td>...</td>
      <td>1.300000</td>
      <td>1.299000</td>
      <td>1.344000</td>
      <td>1.323000</td>
      <td>1.260000</td>
      <td>1.211000</td>
      <td>1.191000</td>
      <td>1.089000</td>
      <td>1.081000</td>
      <td>1.055000</td>
    </tr>
    <tr>
      <th>191</th>
      <td>Rwanda</td>
      <td>RWA</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>0.541000</td>
      <td>0.578000</td>
      <td>0.666000</td>
      <td>0.738000</td>
      <td>0.782000</td>
      <td>0.783000</td>
      <td>...</td>
      <td>1.024000</td>
      <td>1.082000</td>
      <td>1.129000</td>
      <td>1.208000</td>
      <td>1.245000</td>
      <td>1.166000</td>
      <td>1.087000</td>
      <td>0.982000</td>
      <td>0.995000</td>
      <td>1.013000</td>
    </tr>
    <tr>
      <th>192</th>
      <td>Cambodia</td>
      <td>KHM</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>2.769000</td>
      <td>1.934000</td>
      <td>1.865000</td>
      <td>1.775000</td>
      <td>1.746000</td>
      <td>1.651000</td>
      <td>...</td>
      <td>1.223000</td>
      <td>1.195000</td>
      <td>1.139000</td>
      <td>1.146000</td>
      <td>1.100000</td>
      <td>1.067000</td>
      <td>1.013000</td>
      <td>0.953000</td>
      <td>0.935000</td>
      <td>0.900000</td>
    </tr>
    <tr>
      <th>193</th>
      <td>Thailand</td>
      <td>THA</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>2.336000</td>
      <td>2.491000</td>
      <td>1.635000</td>
      <td>1.442000</td>
      <td>1.380000</td>
      <td>1.210000</td>
      <td>...</td>
      <td>0.622000</td>
      <td>0.676000</td>
      <td>0.531000</td>
      <td>0.476000</td>
      <td>0.564000</td>
      <td>0.606000</td>
      <td>0.714000</td>
      <td>0.664000</td>
      <td>0.696000</td>
      <td>0.728000</td>
    </tr>
    <tr>
      <th>194</th>
      <td>Qatar</td>
      <td>QAT</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>3.659000</td>
      <td>3.548000</td>
      <td>3.590000</td>
      <td>3.653000</td>
      <td>3.768000</td>
      <td>3.540000</td>
      <td>...</td>
      <td>2.709000</td>
      <td>3.320000</td>
      <td>2.808000</td>
      <td>1.465000</td>
      <td>0.990000</td>
      <td>0.790000</td>
      <td>0.654000</td>
      <td>0.622000</td>
      <td>0.638000</td>
      <td>0.646000</td>
    </tr>
    <tr>
      <th>195</th>
      <td>Niger</td>
      <td>NER</td>
      <td>Unemployment, female (% of female labor force)...</td>
      <td>SL.UEM.TOTL.FE.ZS</td>
      <td>0.989000</td>
      <td>0.999000</td>
      <td>1.414000</td>
      <td>1.887000</td>
      <td>2.319000</td>
      <td>2.708000</td>
      <td>...</td>
      <td>0.445000</td>
      <td>0.221000</td>
      <td>0.225000</td>
      <td>0.210000</td>
      <td>0.212000</td>
      <td>0.195000</td>
      <td>0.195000</td>
      <td>0.166000</td>
      <td>0.155000</td>
      <td>0.146000</td>
    </tr>
  </tbody>
</table>
<p>196 rows × 24 columns</p>
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<div class="prompt input_prompt">In&nbsp;[2]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># 清除三列数据</span>
<span class="n">data1</span><span class="o">=</span> <span class="n">data1</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;Country Code&#39;</span><span class="p">,</span><span class="s1">&#39;Indicator Name&#39;</span><span class="p">,</span><span class="s1">&#39;Indicator Code&#39;</span><span class="p">],</span><span class="mi">1</span><span class="p">)</span> 
<span class="n">data1</span>
</pre></div>

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<div class="prompt output_prompt">Out[2]:</div>



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<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Country Name</th>
      <th>2000</th>
      <th>2001</th>
      <th>2002</th>
      <th>2003</th>
      <th>2004</th>
      <th>2005</th>
      <th>2006</th>
      <th>2007</th>
      <th>2008</th>
      <th>...</th>
      <th>2010</th>
      <th>2011</th>
      <th>2012</th>
      <th>2013</th>
      <th>2014</th>
      <th>2015</th>
      <th>2016</th>
      <th>2017</th>
      <th>2018</th>
      <th>2019</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>West Bank and Gaza</td>
      <td>12.373000</td>
      <td>13.787000</td>
      <td>17.030001</td>
      <td>18.240000</td>
      <td>20.042999</td>
      <td>22.215000</td>
      <td>20.523001</td>
      <td>19.070000</td>
      <td>24.169001</td>
      <td>...</td>
      <td>26.743999</td>
      <td>28.341999</td>
      <td>32.860001</td>
      <td>34.984001</td>
      <td>38.398998</td>
      <td>39.000999</td>
      <td>44.659000</td>
      <td>47.287998</td>
      <td>50.756001</td>
      <td>50.924000</td>
    </tr>
    <tr>
      <th>1</th>
      <td>South Africa</td>
      <td>35.904999</td>
      <td>36.387001</td>
      <td>41.076000</td>
      <td>39.195000</td>
      <td>36.243999</td>
      <td>36.403000</td>
      <td>35.780998</td>
      <td>33.091999</td>
      <td>25.822001</td>
      <td>...</td>
      <td>27.023001</td>
      <td>27.237000</td>
      <td>27.077999</td>
      <td>26.540001</td>
      <td>27.038000</td>
      <td>27.535999</td>
      <td>29.000000</td>
      <td>29.489000</td>
      <td>29.266001</td>
      <td>29.722000</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Gabon</td>
      <td>20.232000</td>
      <td>21.032000</td>
      <td>21.797001</td>
      <td>22.546000</td>
      <td>22.957001</td>
      <td>23.054001</td>
      <td>23.396000</td>
      <td>24.281000</td>
      <td>25.188999</td>
      <td>...</td>
      <td>29.108999</td>
      <td>29.315001</td>
      <td>29.035000</td>
      <td>28.931999</td>
      <td>28.648001</td>
      <td>28.655001</td>
      <td>28.121000</td>
      <td>27.684999</td>
      <td>27.893999</td>
      <td>28.150999</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Lesotho</td>
      <td>43.868000</td>
      <td>42.737000</td>
      <td>41.727001</td>
      <td>40.762001</td>
      <td>39.354000</td>
      <td>37.933998</td>
      <td>36.092999</td>
      <td>34.316002</td>
      <td>32.875999</td>
      <td>...</td>
      <td>32.241001</td>
      <td>31.461000</td>
      <td>30.020000</td>
      <td>28.771999</td>
      <td>28.232000</td>
      <td>28.011000</td>
      <td>27.712000</td>
      <td>27.044001</td>
      <td>26.937000</td>
      <td>26.719999</td>
    </tr>
    <tr>
      <th>4</th>
      <td>Namibia</td>
      <td>21.681000</td>
      <td>22.108999</td>
      <td>23.542000</td>
      <td>24.398001</td>
      <td>25.150999</td>
      <td>24.770000</td>
      <td>23.666000</td>
      <td>22.865000</td>
      <td>22.125999</td>
      <td>...</td>
      <td>24.016001</td>
      <td>21.815001</td>
      <td>18.990999</td>
      <td>20.695999</td>
      <td>20.372000</td>
      <td>22.737000</td>
      <td>25.011999</td>
      <td>24.469999</td>
      <td>24.707001</td>
      <td>24.877001</td>
    </tr>
    <tr>
      <th>5</th>
      <td>Eswatini</td>
      <td>28.677999</td>
      <td>29.047001</td>
      <td>30.188000</td>
      <td>31.172001</td>
      <td>31.476999</td>
      <td>32.085999</td>
      <td>32.111000</td>
      <td>31.843000</td>
      <td>30.572001</td>
      <td>...</td>
      <td>30.507000</td>
      <td>29.555000</td>
      <td>28.757999</td>
      <td>28.273001</td>
      <td>27.221001</td>
      <td>25.997999</td>
      <td>24.743999</td>
      <td>24.302999</td>
      <td>24.360001</td>
      <td>24.660999</td>
    </tr>
    <tr>
      <th>6</th>
      <td>Libya</td>
      <td>28.735001</td>
      <td>26.889999</td>
      <td>26.267000</td>
      <td>26.712999</td>
      <td>26.747999</td>
      <td>26.414000</td>
      <td>25.905001</td>
      <td>25.016001</td>
      <td>24.075001</td>
      <td>...</td>
      <td>25.181000</td>
      <td>26.662001</td>
      <td>26.577999</td>
      <td>25.659000</td>
      <td>24.021000</td>
      <td>23.004000</td>
      <td>23.139999</td>
      <td>24.429001</td>
      <td>24.605000</td>
      <td>24.510000</td>
    </tr>
    <tr>
      <th>7</th>
      <td>Bosnia and Herzegovina</td>
      <td>30.330999</td>
      <td>31.111000</td>
      <td>32.203999</td>
      <td>32.956001</td>
      <td>33.715000</td>
      <td>34.237999</td>
      <td>34.676998</td>
      <td>32.716999</td>
      <td>26.638000</td>
      <td>...</td>
      <td>29.878000</td>
      <td>29.895000</td>
      <td>30.611000</td>
      <td>28.910000</td>
      <td>31.146000</td>
      <td>30.660000</td>
      <td>30.075001</td>
      <td>23.058001</td>
      <td>23.916000</td>
      <td>24.294001</td>
    </tr>
    <tr>
      <th>8</th>
      <td>St. Lucia</td>
      <td>21.267000</td>
      <td>22.535000</td>
      <td>24.160999</td>
      <td>28.362000</td>
      <td>25.169001</td>
      <td>23.110001</td>
      <td>20.354000</td>
      <td>18.728001</td>
      <td>14.753000</td>
      <td>...</td>
      <td>18.309000</td>
      <td>20.295000</td>
      <td>21.318001</td>
      <td>24.003000</td>
      <td>25.815001</td>
      <td>27.412001</td>
      <td>23.487000</td>
      <td>23.103001</td>
      <td>23.497999</td>
      <td>23.441000</td>
    </tr>
    <tr>
      <th>9</th>
      <td>Egypt, Arab Rep.</td>
      <td>22.944000</td>
      <td>21.974001</td>
      <td>24.052000</td>
      <td>23.671000</td>
      <td>25.368999</td>
      <td>25.101999</td>
      <td>23.916000</td>
      <td>18.419001</td>
      <td>18.867001</td>
      <td>...</td>
      <td>22.110001</td>
      <td>22.452999</td>
      <td>24.016001</td>
      <td>24.166000</td>
      <td>23.999001</td>
      <td>24.945999</td>
      <td>23.722000</td>
      <td>23.098000</td>
      <td>23.101999</td>
      <td>23.146999</td>
    </tr>
    <tr>
      <th>10</th>
      <td>Sudan</td>
      <td>22.028000</td>
      <td>21.964001</td>
      <td>21.822001</td>
      <td>21.830999</td>
      <td>21.552000</td>
      <td>21.270000</td>
      <td>20.551001</td>
      <td>20.136000</td>
      <td>19.948000</td>
      <td>...</td>
      <td>24.639999</td>
      <td>24.007999</td>
      <td>23.712999</td>
      <td>24.007999</td>
      <td>24.174000</td>
      <td>24.033001</td>
      <td>23.747999</td>
      <td>23.311001</td>
      <td>23.224001</td>
      <td>23.115999</td>
    </tr>
    <tr>
      <th>11</th>
      <td>Greece</td>
      <td>17.172001</td>
      <td>16.018000</td>
      <td>15.439000</td>
      <td>14.551000</td>
      <td>16.058001</td>
      <td>15.508000</td>
      <td>13.818000</td>
      <td>12.957000</td>
      <td>11.551000</td>
      <td>...</td>
      <td>16.379000</td>
      <td>21.563999</td>
      <td>28.266001</td>
      <td>31.402000</td>
      <td>30.226000</td>
      <td>28.916000</td>
      <td>28.167999</td>
      <td>26.138000</td>
      <td>23.916000</td>
      <td>23.093000</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Jordan</td>
      <td>21.219000</td>
      <td>20.562000</td>
      <td>22.076000</td>
      <td>20.893999</td>
      <td>23.481001</td>
      <td>26.104000</td>
      <td>25.264999</td>
      <td>25.849001</td>
      <td>24.679001</td>
      <td>...</td>
      <td>21.841000</td>
      <td>21.285000</td>
      <td>20.035999</td>
      <td>22.172001</td>
      <td>20.615000</td>
      <td>22.673000</td>
      <td>24.205000</td>
      <td>23.698000</td>
      <td>22.959999</td>
      <td>22.922001</td>
    </tr>
    <tr>
      <th>13</th>
      <td>Yemen, Rep.</td>
      <td>8.807000</td>
      <td>9.611000</td>
      <td>10.583000</td>
      <td>11.368000</td>
      <td>12.135000</td>
      <td>12.955000</td>
      <td>13.560000</td>
      <td>14.088000</td>
      <td>15.035000</td>
      <td>...</td>
      <td>19.622000</td>
      <td>20.646999</td>
      <td>22.298000</td>
      <td>24.743999</td>
      <td>26.127001</td>
      <td>26.540001</td>
      <td>25.323000</td>
      <td>24.752001</td>
      <td>23.493000</td>
      <td>22.794001</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Tunisia</td>
      <td>16.107000</td>
      <td>15.564000</td>
      <td>15.740000</td>
      <td>16.204000</td>
      <td>16.389999</td>
      <td>15.164000</td>
      <td>15.146000</td>
      <td>15.158000</td>
      <td>15.941000</td>
      <td>...</td>
      <td>18.957001</td>
      <td>27.405001</td>
      <td>25.648001</td>
      <td>23.035000</td>
      <td>21.488001</td>
      <td>22.410000</td>
      <td>23.438999</td>
      <td>23.117001</td>
      <td>22.583000</td>
      <td>22.281000</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Botswana</td>
      <td>17.302000</td>
      <td>22.209000</td>
      <td>24.542999</td>
      <td>26.577999</td>
      <td>24.270000</td>
      <td>22.285000</td>
      <td>20.247999</td>
      <td>19.641001</td>
      <td>19.358000</td>
      <td>...</td>
      <td>21.636000</td>
      <td>21.791000</td>
      <td>21.858000</td>
      <td>22.337999</td>
      <td>22.188000</td>
      <td>21.656000</td>
      <td>21.660000</td>
      <td>21.355000</td>
      <td>21.530001</td>
      <td>21.789000</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Sao Tome and Principe</td>
      <td>17.854000</td>
      <td>26.041000</td>
      <td>26.471001</td>
      <td>26.289000</td>
      <td>24.398001</td>
      <td>25.729000</td>
      <td>25.677000</td>
      <td>23.709999</td>
      <td>22.277000</td>
      <td>...</td>
      <td>21.972000</td>
      <td>21.868000</td>
      <td>21.611000</td>
      <td>21.964001</td>
      <td>21.861000</td>
      <td>21.531000</td>
      <td>21.427000</td>
      <td>20.877001</td>
      <td>21.100000</td>
      <td>21.305000</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Algeria</td>
      <td>29.718000</td>
      <td>27.743999</td>
      <td>26.940001</td>
      <td>25.443001</td>
      <td>18.205999</td>
      <td>17.921000</td>
      <td>16.267000</td>
      <td>19.778000</td>
      <td>18.304001</td>
      <td>...</td>
      <td>19.090000</td>
      <td>17.304001</td>
      <td>17.007000</td>
      <td>16.271000</td>
      <td>15.635000</td>
      <td>16.674999</td>
      <td>18.629000</td>
      <td>21.100000</td>
      <td>21.322001</td>
      <td>21.101999</td>
    </tr>
    <tr>
      <th>18</th>
      <td>Saudi Arabia</td>
      <td>9.372000</td>
      <td>9.190000</td>
      <td>11.641000</td>
      <td>12.653000</td>
      <td>13.506000</td>
      <td>14.224000</td>
      <td>14.778000</td>
      <td>14.341000</td>
      <td>13.943000</td>
      <td>...</td>
      <td>17.493999</td>
      <td>19.052999</td>
      <td>20.961000</td>
      <td>20.782000</td>
      <td>21.659000</td>
      <td>21.580999</td>
      <td>21.075001</td>
      <td>19.993000</td>
      <td>20.294001</td>
      <td>20.948000</td>
    </tr>
    <tr>
      <th>19</th>
      <td>Syrian Arab Republic</td>
      <td>19.504999</td>
      <td>25.556000</td>
      <td>24.750000</td>
      <td>20.907000</td>
      <td>22.277000</td>
      <td>23.257000</td>
      <td>23.436001</td>
      <td>25.625000</td>
      <td>24.143000</td>
      <td>...</td>
      <td>21.923000</td>
      <td>21.697001</td>
      <td>21.270000</td>
      <td>21.000999</td>
      <td>21.191999</td>
      <td>21.436001</td>
      <td>21.121000</td>
      <td>20.667999</td>
      <td>20.612000</td>
      <td>20.780001</td>
    </tr>
    <tr>
      <th>20</th>
      <td>North Macedonia</td>
      <td>34.898998</td>
      <td>32.056000</td>
      <td>32.304001</td>
      <td>36.279999</td>
      <td>37.812000</td>
      <td>38.439999</td>
      <td>37.201000</td>
      <td>35.542000</td>
      <td>34.157001</td>
      <td>...</td>
      <td>32.240002</td>
      <td>30.790001</td>
      <td>30.333000</td>
      <td>29.020000</td>
      <td>28.618999</td>
      <td>25.063000</td>
      <td>22.726000</td>
      <td>21.820999</td>
      <td>20.273001</td>
      <td>20.525999</td>
    </tr>
    <tr>
      <th>21</th>
      <td>Iran, Islamic Rep.</td>
      <td>18.891001</td>
      <td>20.111000</td>
      <td>21.833000</td>
      <td>19.056000</td>
      <td>16.190001</td>
      <td>18.243000</td>
      <td>16.171000</td>
      <td>15.945000</td>
      <td>16.827000</td>
      <td>...</td>
      <td>20.652000</td>
      <td>20.549999</td>
      <td>20.580000</td>
      <td>19.691000</td>
      <td>19.690001</td>
      <td>19.419001</td>
      <td>20.688000</td>
      <td>19.978001</td>
      <td>20.070999</td>
      <td>20.128000</td>
    </tr>
    <tr>
      <th>22</th>
      <td>Arab World</td>
      <td>17.843491</td>
      <td>17.688795</td>
      <td>18.270732</td>
      <td>18.017704</td>
      <td>17.827660</td>
      <td>17.801290</td>
      <td>16.972962</td>
      <td>15.748807</td>
      <td>15.717699</td>
      <td>...</td>
      <td>17.621810</td>
      <td>18.119689</td>
      <td>18.582660</td>
      <td>18.481352</td>
      <td>18.484583</td>
      <td>18.781549</td>
      <td>18.704685</td>
      <td>18.660883</td>
      <td>18.678940</td>
      <td>18.734312</td>
    </tr>
    <tr>
      <th>23</th>
      <td>Armenia</td>
      <td>14.703000</td>
      <td>14.402000</td>
      <td>14.023000</td>
      <td>13.216000</td>
      <td>12.571000</td>
      <td>11.642000</td>
      <td>10.670000</td>
      <td>9.767000</td>
      <td>16.608000</td>
      <td>...</td>
      <td>21.292000</td>
      <td>19.650999</td>
      <td>18.198999</td>
      <td>18.132999</td>
      <td>19.473000</td>
      <td>19.254999</td>
      <td>17.483000</td>
      <td>17.452999</td>
      <td>17.899000</td>
      <td>18.266001</td>
    </tr>
    <tr>
      <th>24</th>
      <td>St. Vincent and the Grenadines</td>
      <td>19.136000</td>
      <td>18.632000</td>
      <td>18.691000</td>
      <td>18.660000</td>
      <td>18.427999</td>
      <td>18.037001</td>
      <td>17.379000</td>
      <td>16.889000</td>
      <td>16.636000</td>
      <td>...</td>
      <td>17.392000</td>
      <td>17.416000</td>
      <td>17.500999</td>
      <td>17.583000</td>
      <td>17.509001</td>
      <td>17.833000</td>
      <td>17.735001</td>
      <td>17.448999</td>
      <td>17.471001</td>
      <td>17.465000</td>
    </tr>
    <tr>
      <th>25</th>
      <td>Spain</td>
      <td>20.368000</td>
      <td>15.062000</td>
      <td>16.066000</td>
      <td>15.701000</td>
      <td>15.051000</td>
      <td>11.992000</td>
      <td>11.352000</td>
      <td>10.704000</td>
      <td>12.843000</td>
      <td>...</td>
      <td>20.226999</td>
      <td>21.813999</td>
      <td>25.035000</td>
      <td>26.674999</td>
      <td>25.430000</td>
      <td>23.554001</td>
      <td>21.388000</td>
      <td>19.038000</td>
      <td>17.634001</td>
      <td>17.094000</td>
    </tr>
    <tr>
      <th>26</th>
      <td>Haiti</td>
      <td>9.591000</td>
      <td>10.934000</td>
      <td>12.554000</td>
      <td>13.933000</td>
      <td>15.395000</td>
      <td>16.910000</td>
      <td>17.941999</td>
      <td>19.042000</td>
      <td>18.292999</td>
      <td>...</td>
      <td>18.406000</td>
      <td>17.917000</td>
      <td>17.118999</td>
      <td>17.183001</td>
      <td>16.912001</td>
      <td>16.709000</td>
      <td>16.591000</td>
      <td>16.271999</td>
      <td>16.344999</td>
      <td>16.231001</td>
    </tr>
    <tr>
      <th>27</th>
      <td>Montenegro</td>
      <td>35.588001</td>
      <td>35.416000</td>
      <td>36.032001</td>
      <td>36.345001</td>
      <td>36.035000</td>
      <td>35.625999</td>
      <td>27.818001</td>
      <td>20.979000</td>
      <td>18.334999</td>
      <td>...</td>
      <td>20.733000</td>
      <td>20.132000</td>
      <td>20.249001</td>
      <td>18.818001</td>
      <td>18.221001</td>
      <td>17.305000</td>
      <td>17.076000</td>
      <td>16.950001</td>
      <td>15.855000</td>
      <td>16.020000</td>
    </tr>
    <tr>
      <th>28</th>
      <td>Guyana</td>
      <td>15.100000</td>
      <td>15.058000</td>
      <td>15.235000</td>
      <td>15.128000</td>
      <td>14.964000</td>
      <td>14.421000</td>
      <td>14.099000</td>
      <td>14.030000</td>
      <td>13.897000</td>
      <td>...</td>
      <td>15.233000</td>
      <td>15.401000</td>
      <td>15.620000</td>
      <td>16.006001</td>
      <td>16.075001</td>
      <td>16.226000</td>
      <td>15.986000</td>
      <td>15.733000</td>
      <td>15.732000</td>
      <td>15.775000</td>
    </tr>
    <tr>
      <th>29</th>
      <td>Belize</td>
      <td>17.816999</td>
      <td>15.503000</td>
      <td>15.163000</td>
      <td>16.170000</td>
      <td>16.829000</td>
      <td>17.200001</td>
      <td>15.007000</td>
      <td>13.027000</td>
      <td>12.919000</td>
      <td>...</td>
      <td>17.924000</td>
      <td>19.792000</td>
      <td>22.230000</td>
      <td>19.292999</td>
      <td>19.715000</td>
      <td>15.076000</td>
      <td>13.582000</td>
      <td>15.403000</td>
      <td>15.329000</td>
      <td>15.396000</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>166</th>
      <td>Iceland</td>
      <td>2.622000</td>
      <td>2.238000</td>
      <td>2.649000</td>
      <td>3.969000</td>
      <td>2.756000</td>
      <td>2.491000</td>
      <td>3.056000</td>
      <td>2.268000</td>
      <td>2.588000</td>
      <td>...</td>
      <td>6.730000</td>
      <td>6.205000</td>
      <td>5.663000</td>
      <td>5.076000</td>
      <td>4.785000</td>
      <td>4.051000</td>
      <td>3.046000</td>
      <td>2.718000</td>
      <td>2.811000</td>
      <td>2.930000</td>
    </tr>
    <tr>
      <th>167</th>
      <td>Bhutan</td>
      <td>2.298000</td>
      <td>2.887000</td>
      <td>2.776000</td>
      <td>2.604000</td>
      <td>3.313000</td>
      <td>3.331000</td>
      <td>3.803000</td>
      <td>4.726000</td>
      <td>4.781000</td>
      <td>...</td>
      <td>4.068000</td>
      <td>4.916000</td>
      <td>2.218000</td>
      <td>3.784000</td>
      <td>3.629000</td>
      <td>3.267000</td>
      <td>3.175000</td>
      <td>2.981000</td>
      <td>3.020000</td>
      <td>2.897000</td>
    </tr>
    <tr>
      <th>168</th>
      <td>Chad</td>
      <td>0.909000</td>
      <td>0.951000</td>
      <td>1.007000</td>
      <td>1.086000</td>
      <td>1.192000</td>
      <td>1.178000</td>
      <td>1.129000</td>
      <td>1.087000</td>
      <td>1.125000</td>
      <td>...</td>
      <td>1.630000</td>
      <td>1.768000</td>
      <td>1.869000</td>
      <td>2.259000</td>
      <td>2.263000</td>
      <td>2.427000</td>
      <td>2.706000</td>
      <td>2.538000</td>
      <td>2.608000</td>
      <td>2.789000</td>
    </tr>
    <tr>
      <th>169</th>
      <td>Guinea</td>
      <td>3.361000</td>
      <td>3.405000</td>
      <td>3.465000</td>
      <td>3.315000</td>
      <td>3.300000</td>
      <td>3.182000</td>
      <td>2.941000</td>
      <td>2.848000</td>
      <td>2.647000</td>
      <td>...</td>
      <td>3.218000</td>
      <td>3.138000</td>
      <td>3.066000</td>
      <td>3.129000</td>
      <td>3.126000</td>
      <td>3.117000</td>
      <td>2.782000</td>
      <td>2.631000</td>
      <td>2.647000</td>
      <td>2.623000</td>
    </tr>
    <tr>
      <th>170</th>
      <td>Cuba</td>
      <td>8.401000</td>
      <td>5.805000</td>
      <td>4.661000</td>
      <td>3.433000</td>
      <td>2.210000</td>
      <td>2.211000</td>
      <td>2.217000</td>
      <td>1.871000</td>
      <td>1.966000</td>
      <td>...</td>
      <td>2.710000</td>
      <td>3.514000</td>
      <td>3.615000</td>
      <td>3.551000</td>
      <td>3.140000</td>
      <td>2.586000</td>
      <td>2.550000</td>
      <td>2.505000</td>
      <td>2.534000</td>
      <td>2.559000</td>
    </tr>
    <tr>
      <th>171</th>
      <td>Philippines</td>
      <td>4.159000</td>
      <td>4.020000</td>
      <td>3.917000</td>
      <td>3.843000</td>
      <td>3.889000</td>
      <td>4.199000</td>
      <td>4.330000</td>
      <td>3.716000</td>
      <td>4.007000</td>
      <td>...</td>
      <td>3.790000</td>
      <td>3.829000</td>
      <td>3.734000</td>
      <td>3.824000</td>
      <td>3.725000</td>
      <td>3.265000</td>
      <td>2.870000</td>
      <td>2.702000</td>
      <td>2.606000</td>
      <td>2.532000</td>
    </tr>
    <tr>
      <th>172</th>
      <td>Hong Kong SAR, China</td>
      <td>4.014000</td>
      <td>3.858000</td>
      <td>5.896000</td>
      <td>6.185000</td>
      <td>5.546000</td>
      <td>4.410000</td>
      <td>3.723000</td>
      <td>3.374000</td>
      <td>2.979000</td>
      <td>...</td>
      <td>3.511000</td>
      <td>2.793000</td>
      <td>2.755000</td>
      <td>2.969000</td>
      <td>3.011000</td>
      <td>3.191000</td>
      <td>3.078000</td>
      <td>2.774000</td>
      <td>2.518000</td>
      <td>2.500000</td>
    </tr>
    <tr>
      <th>173</th>
      <td>Tanzania</td>
      <td>3.182000</td>
      <td>2.964000</td>
      <td>3.426000</td>
      <td>3.792000</td>
      <td>4.143000</td>
      <td>4.422000</td>
      <td>4.461000</td>
      <td>3.496000</td>
      <td>2.852000</td>
      <td>...</td>
      <td>3.544000</td>
      <td>4.315000</td>
      <td>4.065000</td>
      <td>3.788000</td>
      <td>2.703000</td>
      <td>2.681000</td>
      <td>2.630000</td>
      <td>2.460000</td>
      <td>2.430000</td>
      <td>2.405000</td>
    </tr>
    <tr>
      <th>174</th>
      <td>Ethiopia</td>
      <td>4.633000</td>
      <td>4.299000</td>
      <td>4.093000</td>
      <td>3.854000</td>
      <td>3.560000</td>
      <td>3.283000</td>
      <td>3.025000</td>
      <td>2.844000</td>
      <td>2.773000</td>
      <td>...</td>
      <td>3.101000</td>
      <td>3.011000</td>
      <td>2.916000</td>
      <td>2.950000</td>
      <td>2.793000</td>
      <td>2.689000</td>
      <td>2.577000</td>
      <td>2.431000</td>
      <td>2.416000</td>
      <td>2.390000</td>
    </tr>
    <tr>
      <th>175</th>
      <td>Afghanistan</td>
      <td>2.991000</td>
      <td>2.906000</td>
      <td>3.064000</td>
      <td>2.943000</td>
      <td>2.723000</td>
      <td>2.642000</td>
      <td>2.453000</td>
      <td>2.105000</td>
      <td>2.182000</td>
      <td>...</td>
      <td>2.920000</td>
      <td>2.910000</td>
      <td>2.791000</td>
      <td>2.800000</td>
      <td>2.766000</td>
      <td>2.679000</td>
      <td>2.602000</td>
      <td>2.467000</td>
      <td>2.421000</td>
      <td>2.385000</td>
    </tr>
    <tr>
      <th>176</th>
      <td>Japan</td>
      <td>4.463000</td>
      <td>4.703000</td>
      <td>5.159000</td>
      <td>4.941000</td>
      <td>4.404000</td>
      <td>4.166000</td>
      <td>3.867000</td>
      <td>3.780000</td>
      <td>3.823000</td>
      <td>...</td>
      <td>4.631000</td>
      <td>4.139000</td>
      <td>3.955000</td>
      <td>3.658000</td>
      <td>3.426000</td>
      <td>3.113000</td>
      <td>2.814000</td>
      <td>2.635000</td>
      <td>2.311000</td>
      <td>2.337000</td>
    </tr>
    <tr>
      <th>177</th>
      <td>Turkmenistan</td>
      <td>8.879000</td>
      <td>8.022000</td>
      <td>7.337000</td>
      <td>6.591000</td>
      <td>5.792000</td>
      <td>5.046000</td>
      <td>4.189000</td>
      <td>3.397000</td>
      <td>2.725000</td>
      <td>...</td>
      <td>2.279000</td>
      <td>2.305000</td>
      <td>2.300000</td>
      <td>2.300000</td>
      <td>2.237000</td>
      <td>2.177000</td>
      <td>2.127000</td>
      <td>2.048000</td>
      <td>2.114000</td>
      <td>2.159000</td>
    </tr>
    <tr>
      <th>178</th>
      <td>Uganda</td>
      <td>3.250000</td>
      <td>3.808000</td>
      <td>4.383000</td>
      <td>4.560000</td>
      <td>3.144000</td>
      <td>2.112000</td>
      <td>2.361000</td>
      <td>2.584000</td>
      <td>3.060000</td>
      <td>...</td>
      <td>4.328000</td>
      <td>4.301000</td>
      <td>4.295000</td>
      <td>2.479000</td>
      <td>2.431000</td>
      <td>2.402000</td>
      <td>2.291000</td>
      <td>2.184000</td>
      <td>2.135000</td>
      <td>2.136000</td>
    </tr>
    <tr>
      <th>179</th>
      <td>Myanmar</td>
      <td>1.392000</td>
      <td>1.370000</td>
      <td>1.393000</td>
      <td>1.383000</td>
      <td>1.322000</td>
      <td>1.251000</td>
      <td>1.126000</td>
      <td>1.006000</td>
      <td>0.900000</td>
      <td>...</td>
      <td>1.009000</td>
      <td>0.996000</td>
      <td>0.988000</td>
      <td>0.981000</td>
      <td>0.939000</td>
      <td>0.905000</td>
      <td>1.437000</td>
      <td>2.032000</td>
      <td>2.065000</td>
      <td>2.106000</td>
    </tr>
    <tr>
      <th>180</th>
      <td>Benin</td>
      <td>0.488000</td>
      <td>0.443000</td>
      <td>0.427000</td>
      <td>0.497000</td>
      <td>0.574000</td>
      <td>0.620000</td>
      <td>0.652000</td>
      <td>0.643000</td>
      <td>0.716000</td>
      <td>...</td>
      <td>1.146000</td>
      <td>2.872000</td>
      <td>2.960000</td>
      <td>2.909000</td>
      <td>2.748000</td>
      <td>2.636000</td>
      <td>2.604000</td>
      <td>2.337000</td>
      <td>2.232000</td>
      <td>2.101000</td>
    </tr>
    <tr>
      <th>181</th>
      <td>Liberia</td>
      <td>2.767000</td>
      <td>2.597000</td>
      <td>2.690000</td>
      <td>2.645000</td>
      <td>2.571000</td>
      <td>2.441000</td>
      <td>2.221000</td>
      <td>2.021000</td>
      <td>1.940000</td>
      <td>...</td>
      <td>2.290000</td>
      <td>2.303000</td>
      <td>2.295000</td>
      <td>2.321000</td>
      <td>2.237000</td>
      <td>2.209000</td>
      <td>2.169000</td>
      <td>2.045000</td>
      <td>2.049000</td>
      <td>2.048000</td>
    </tr>
    <tr>
      <th>182</th>
      <td>Tonga</td>
      <td>5.729000</td>
      <td>6.246000</td>
      <td>6.941000</td>
      <td>7.425000</td>
      <td>5.297000</td>
      <td>3.513000</td>
      <td>2.003000</td>
      <td>1.853000</td>
      <td>1.851000</td>
      <td>...</td>
      <td>2.161000</td>
      <td>2.132000</td>
      <td>2.063000</td>
      <td>2.082000</td>
      <td>2.084000</td>
      <td>2.073000</td>
      <td>2.030000</td>
      <td>1.945000</td>
      <td>1.977000</td>
      <td>1.951000</td>
    </tr>
    <tr>
      <th>183</th>
      <td>Madagascar</td>
      <td>5.877000</td>
      <td>5.401000</td>
      <td>5.488000</td>
      <td>5.559000</td>
      <td>4.155000</td>
      <td>3.164000</td>
      <td>3.340000</td>
      <td>3.396000</td>
      <td>3.556000</td>
      <td>...</td>
      <td>5.325000</td>
      <td>2.336000</td>
      <td>0.627000</td>
      <td>0.967000</td>
      <td>1.382000</td>
      <td>1.846000</td>
      <td>1.816000</td>
      <td>1.729000</td>
      <td>1.785000</td>
      <td>1.802000</td>
    </tr>
    <tr>
      <th>184</th>
      <td>Vietnam</td>
      <td>2.142000</td>
      <td>3.271000</td>
      <td>2.331000</td>
      <td>2.637000</td>
      <td>2.438000</td>
      <td>2.405000</td>
      <td>2.201000</td>
      <td>1.933000</td>
      <td>2.219000</td>
      <td>...</td>
      <td>1.077000</td>
      <td>0.904000</td>
      <td>0.933000</td>
      <td>1.085000</td>
      <td>1.106000</td>
      <td>1.713000</td>
      <td>1.701000</td>
      <td>1.711000</td>
      <td>1.752000</td>
      <td>1.786000</td>
    </tr>
    <tr>
      <th>185</th>
      <td>Macao SAR, China</td>
      <td>4.614000</td>
      <td>4.401000</td>
      <td>4.493000</td>
      <td>4.709000</td>
      <td>4.039000</td>
      <td>3.785000</td>
      <td>3.800000</td>
      <td>2.891000</td>
      <td>2.794000</td>
      <td>...</td>
      <td>2.080000</td>
      <td>2.155000</td>
      <td>1.651000</td>
      <td>1.397000</td>
      <td>1.437000</td>
      <td>1.601000</td>
      <td>1.494000</td>
      <td>1.592000</td>
      <td>1.641000</td>
      <td>1.647000</td>
    </tr>
    <tr>
      <th>186</th>
      <td>Solomon Islands</td>
      <td>2.034000</td>
      <td>2.007000</td>
      <td>2.169000</td>
      <td>2.195000</td>
      <td>2.219000</td>
      <td>2.128000</td>
      <td>1.858000</td>
      <td>1.632000</td>
      <td>1.584000</td>
      <td>...</td>
      <td>1.539000</td>
      <td>1.758000</td>
      <td>1.890000</td>
      <td>1.814000</td>
      <td>1.842000</td>
      <td>1.769000</td>
      <td>1.704000</td>
      <td>1.565000</td>
      <td>1.567000</td>
      <td>1.566000</td>
    </tr>
    <tr>
      <th>187</th>
      <td>Togo</td>
      <td>1.786000</td>
      <td>1.775000</td>
      <td>1.808000</td>
      <td>1.791000</td>
      <td>1.702000</td>
      <td>1.662000</td>
      <td>1.524000</td>
      <td>1.339000</td>
      <td>1.317000</td>
      <td>...</td>
      <td>1.599000</td>
      <td>1.554000</td>
      <td>1.572000</td>
      <td>1.529000</td>
      <td>1.494000</td>
      <td>1.430000</td>
      <td>1.386000</td>
      <td>1.341000</td>
      <td>1.355000</td>
      <td>1.357000</td>
    </tr>
    <tr>
      <th>188</th>
      <td>Papua New Guinea</td>
      <td>1.971000</td>
      <td>1.899000</td>
      <td>1.950000</td>
      <td>1.860000</td>
      <td>1.682000</td>
      <td>1.535000</td>
      <td>1.314000</td>
      <td>1.185000</td>
      <td>1.045000</td>
      <td>...</td>
      <td>1.277000</td>
      <td>1.448000</td>
      <td>1.458000</td>
      <td>1.504000</td>
      <td>1.497000</td>
      <td>1.466000</td>
      <td>1.347000</td>
      <td>1.231000</td>
      <td>1.280000</td>
      <td>1.301000</td>
    </tr>
    <tr>
      <th>189</th>
      <td>Burundi</td>
      <td>1.627000</td>
      <td>1.585000</td>
      <td>1.641000</td>
      <td>1.588000</td>
      <td>1.570000</td>
      <td>1.466000</td>
      <td>1.319000</td>
      <td>1.156000</td>
      <td>1.143000</td>
      <td>...</td>
      <td>1.339000</td>
      <td>1.311000</td>
      <td>1.270000</td>
      <td>1.247000</td>
      <td>1.156000</td>
      <td>1.155000</td>
      <td>1.139000</td>
      <td>1.058000</td>
      <td>1.073000</td>
      <td>1.064000</td>
    </tr>
    <tr>
      <th>190</th>
      <td>Nepal</td>
      <td>1.625000</td>
      <td>1.619000</td>
      <td>1.618000</td>
      <td>1.658000</td>
      <td>1.555000</td>
      <td>1.444000</td>
      <td>1.288000</td>
      <td>1.125000</td>
      <td>1.077000</td>
      <td>...</td>
      <td>1.300000</td>
      <td>1.299000</td>
      <td>1.344000</td>
      <td>1.323000</td>
      <td>1.260000</td>
      <td>1.211000</td>
      <td>1.191000</td>
      <td>1.089000</td>
      <td>1.081000</td>
      <td>1.055000</td>
    </tr>
    <tr>
      <th>191</th>
      <td>Rwanda</td>
      <td>0.541000</td>
      <td>0.578000</td>
      <td>0.666000</td>
      <td>0.738000</td>
      <td>0.782000</td>
      <td>0.783000</td>
      <td>0.713000</td>
      <td>0.627000</td>
      <td>0.608000</td>
      <td>...</td>
      <td>1.024000</td>
      <td>1.082000</td>
      <td>1.129000</td>
      <td>1.208000</td>
      <td>1.245000</td>
      <td>1.166000</td>
      <td>1.087000</td>
      <td>0.982000</td>
      <td>0.995000</td>
      <td>1.013000</td>
    </tr>
    <tr>
      <th>192</th>
      <td>Cambodia</td>
      <td>2.769000</td>
      <td>1.934000</td>
      <td>1.865000</td>
      <td>1.775000</td>
      <td>1.746000</td>
      <td>1.651000</td>
      <td>1.414000</td>
      <td>1.243000</td>
      <td>1.158000</td>
      <td>...</td>
      <td>1.223000</td>
      <td>1.195000</td>
      <td>1.139000</td>
      <td>1.146000</td>
      <td>1.100000</td>
      <td>1.067000</td>
      <td>1.013000</td>
      <td>0.953000</td>
      <td>0.935000</td>
      <td>0.900000</td>
    </tr>
    <tr>
      <th>193</th>
      <td>Thailand</td>
      <td>2.336000</td>
      <td>2.491000</td>
      <td>1.635000</td>
      <td>1.442000</td>
      <td>1.380000</td>
      <td>1.210000</td>
      <td>1.122000</td>
      <td>1.066000</td>
      <td>1.040000</td>
      <td>...</td>
      <td>0.622000</td>
      <td>0.676000</td>
      <td>0.531000</td>
      <td>0.476000</td>
      <td>0.564000</td>
      <td>0.606000</td>
      <td>0.714000</td>
      <td>0.664000</td>
      <td>0.696000</td>
      <td>0.728000</td>
    </tr>
    <tr>
      <th>194</th>
      <td>Qatar</td>
      <td>3.659000</td>
      <td>3.548000</td>
      <td>3.590000</td>
      <td>3.653000</td>
      <td>3.768000</td>
      <td>3.540000</td>
      <td>3.057000</td>
      <td>2.449000</td>
      <td>1.542000</td>
      <td>...</td>
      <td>2.709000</td>
      <td>3.320000</td>
      <td>2.808000</td>
      <td>1.465000</td>
      <td>0.990000</td>
      <td>0.790000</td>
      <td>0.654000</td>
      <td>0.622000</td>
      <td>0.638000</td>
      <td>0.646000</td>
    </tr>
    <tr>
      <th>195</th>
      <td>Niger</td>
      <td>0.989000</td>
      <td>0.999000</td>
      <td>1.414000</td>
      <td>1.887000</td>
      <td>2.319000</td>
      <td>2.708000</td>
      <td>1.942000</td>
      <td>1.337000</td>
      <td>0.895000</td>
      <td>...</td>
      <td>0.445000</td>
      <td>0.221000</td>
      <td>0.225000</td>
      <td>0.210000</td>
      <td>0.212000</td>
      <td>0.195000</td>
      <td>0.195000</td>
      <td>0.166000</td>
      <td>0.155000</td>
      <td>0.146000</td>
    </tr>
  </tbody>
</table>
<p>196 rows × 21 columns</p>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[3]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># 提取数据</span>
<span class="n">female</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;Country Name&#39;</span><span class="p">]),</span><span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;2017&#39;</span><span class="p">]),</span><span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;2018&#39;</span><span class="p">]),</span><span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;2019&#39;</span><span class="p">])))</span>
<span class="n">female</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[3]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>[(&#39;West Bank and Gaza&#39;, 47.287998200000004, 50.75600052, 50.92399979),
 (&#39;South Africa&#39;, 29.48900032, 29.26600075, 29.72200012),
 (&#39;Gabon&#39;, 27.68499947, 27.893999100000002, 28.15099907),
 (&#39;Lesotho&#39;, 27.04400063, 26.93700027, 26.71999931),
 (&#39;Namibia&#39;, 24.46999931, 24.70700073, 24.87700081),
 (&#39;Eswatini&#39;, 24.3029995, 24.36000061, 24.6609993),
 (&#39;Libya&#39;, 24.42900085, 24.60499954, 24.51000023),
 (&#39;Bosnia and Herzegovina&#39;, 23.05800056, 23.91600037, 24.29400063),
 (&#39;St. Lucia&#39;, 23.10300064, 23.49799919, 23.44099998),
 (&#39;Egypt, Arab Rep.&#39;, 23.09799957, 23.10199928, 23.14699936),
 (&#39;Sudan&#39;, 23.31100082, 23.22400093, 23.11599922),
 (&#39;Greece&#39;, 26.13800049, 23.91600037, 23.09300041),
 (&#39;Jordan&#39;, 23.69799995, 22.95999908, 22.92200089),
 (&#39;Yemen, Rep.&#39;, 24.75200081, 23.49300003, 22.79400063),
 (&#39;Tunisia&#39;, 23.11700058, 22.58300018, 22.28100014),
 (&#39;Botswana&#39;, 21.35499954, 21.53000069, 21.78899956),
 (&#39;Sao Tome and Principe&#39;, 20.87700081, 21.10000038, 21.30500031),
 (&#39;Algeria&#39;, 21.10000038, 21.3220005, 21.10199928),
 (&#39;Saudi Arabia&#39;, 19.99300003, 20.29400063, 20.94799995),
 (&#39;Syrian Arab Republic&#39;, 20.66799927, 20.61199951, 20.78000069),
 (&#39;North Macedonia&#39;, 21.82099915, 20.27300072, 20.52599907),
 (&#39;Iran, Islamic Rep.&#39;, 19.97800064, 20.07099915, 20.12800026),
 (&#39;Arab World&#39;, 18.66088298, 18.67894039, 18.73431196),
 (&#39;Armenia&#39;, 17.45299911, 17.89900017, 18.26600075),
 (&#39;St. Vincent and the Grenadines&#39;,
  17.448999399999998,
  17.47100067,
  17.46500015),
 (&#39;Spain&#39;, 19.03800011, 17.63400078, 17.09399986),
 (&#39;Haiti&#39;, 16.27199936, 16.34499931, 16.231000899999998),
 (&#39;Montenegro&#39;, 16.95000076, 15.85499954, 16.02000046),
 (&#39;Guyana&#39;, 15.732999800000002, 15.73200035, 15.77499962),
 (&#39;Belize&#39;, 15.40299988, 15.32900047, 15.39599991),
 (&#39;Somalia&#39;, 15.35499954, 15.37899971, 15.36100006),
 (&#39;Turkey&#39;, 13.85200024, 13.607999800000002, 14.85900021),
 (&#39;Serbia&#39;, 14.27299976, 14.53899956, 14.73799992),
 (&#39;New Caledonia&#39;, 14.89599991, 14.80500031, 14.65799999),
 (&#39;Brazil&#39;, 14.72399998, 14.41899967, 14.42199993),
 (&#39;South Sudan&#39;, 13.86299992, 13.93400002, 13.95300007),
 (&#39;Albania&#39;, 12.57299995, 13.13199997, 13.33100033),
 (&#39;Oman&#39;, 12.63099957, 12.87800026, 13.18599987),
 (&#39;Mauritania&#39;, 12.86400032, 12.92599964, 12.95899963),
 (&#39;Bahamas, The&#39;, 14.35700035, 13.44200039, 12.91499996),
 (&#39;Cabo Verde&#39;, 12.73600006, 12.78899956, 12.81900024),
 (&#39;French Polynesia&#39;, 12.7670002, 12.80099964, 12.81900024),
 (&#39;Georgia&#39;, 12.69999981, 12.67700005, 12.7489996),
 (&#39;Jamaica&#39;, 15.45499992, 12.25899982, 12.536999699999999),
 (&#39;Iraq&#39;, 12.22099972, 12.27099991, 12.38199997),
 (&#39;Gambia, The&#39;, 12.03800011, 12.01799965, 11.9989996),
 (&#39;Colombia&#39;, 11.52600002, 11.75, 11.96399975),
 (&#39;Djibouti&#39;, 12.0710001, 12.02000046, 11.92399979),
 (&#39;Suriname&#39;, 11.98999977, 12.19900036, 11.81700039),
 (&#39;Mali&#39;, 11.088000300000001, 11.27299976, 11.56400013),
 (&#39;Caribbean small states&#39;, 12.74275237, 11.306971, 11.41093212),
 (&#39;Argentina&#39;, 9.475000381000001, 10.78800011, 11.26099968),
 (&#39;Congo, Rep.&#39;, 10.62100029, 11.06700039, 10.9989996),
 (&#39;Costa Rica&#39;, 10.29500008, 10.31499958, 10.39000034),
 (&#39;Morocco&#39;, 10.45600033, 10.3579998, 10.35000038),
 (&#39;Mauritius&#39;, 10.02999973, 10.06099987, 10.15699959),
 (&#39;Barbados&#39;, 9.888999939, 9.994000435, 10.0170002),
 (&#39;Samoa&#39;, 9.991999626, 9.901000023, 9.986000061),
 (&#39;Brunei Darussalam&#39;, 9.977000237, 10.10599995, 9.954999924),
 (&#39;Italy&#39;, 12.39500046, 11.21800041, 9.954999924),
 (&#39;Lebanon&#39;, 9.866999626, 9.848999977, 9.857000351),
 (&#39;Tajikistan&#39;, 9.633999825, 9.743000031000001, 9.843000412),
 (&#39;Equatorial Guinea&#39;, 9.713000297999999, 9.753000259, 9.807999611),
 (&#39;Uruguay&#39;, 9.482999802, 9.720000267, 9.807999611),
 (&#39;Venezuela, RB&#39;, 7.959000111, 8.958999634, 9.699999809),
 (&#39;France&#39;, 9.335000037999999, 9.237000465, 9.288000107),
 (&#39;Kenya&#39;, 9.25, 9.229000092, 9.171999931),
 (&#39;Virgin Islands (U.S.)&#39;, 9.255000114, 9.180000305, 9.078000069),
 (&#39;Burkina Faso&#39;, 8.80300045, 8.81799984, 8.951999664),
 (&#39;Kyrgyz Republic&#39;, 8.871999741, 8.862999916, 8.940999985),
 (&#39;Croatia&#39;, 11.90400028, 10.02400017, 8.626000404),
 (&#39;Puerto Rico&#39;, 8.359000206000001, 8.748000145, 8.559000015),
 (&#39;Cyprus&#39;, 11.26900005, 8.171999931, 8.38599968),
 (&#39;Euro area&#39;, 9.433151196, 8.699812857000001, 8.36109674),
 (&#39;Chile&#39;, 7.459000111, 7.861000061, 8.293000221),
 (&#39;Dominican Republic&#39;, 8.100000381000001, 8.218999862999999, 8.251999855),
 (&#39;Ukraine&#39;, 7.751999855, 8.138999939, 8.069999695),
 (&#39;United Arab Emirates&#39;, 7.578999996, 7.461999893, 7.734000206),
 (&#39;Channel Islands&#39;, 7.735000134, 7.706999778999999, 7.652999877999999),
 (&#39;Senegal&#39;, 6.986000061, 7.2899999620000004, 7.610000134),
 (&#39;Angola&#39;, 7.492000103, 7.622000217, 7.59499979),
 (&#39;Latvia&#39;, 7.673999786, 6.798999786, 7.447999954),
 (&#39;Central African Republic&#39;, 7.111000061, 7.139999866, 7.171999931),
 (&#39;Finland&#39;, 8.388999939, 7.636000156000001, 7.1199998860000004),
 (&#39;Europe &amp; Central Asia (excluding high income)&#39;,
  7.021347147999999,
  6.850873883999999,
  7.010171237000001),
 (&#39;Europe &amp; Central Asia&#39;, 7.520850374, 7.056631349, 6.964476115),
 (&#39;Eritrea&#39;, 6.84499979, 6.927000046, 6.934000015),
 (&#39;Sri Lanka&#39;, 6.769000052999999, 7.0440001489999995, 6.8930001260000004),
 (&#39;European Union&#39;, 7.847065197999999, 7.144118287, 6.859947324),
 (&#39;Ghana&#39;, 6.510000229, 6.698999882000001, 6.828000069),
 (&#39;Zambia&#39;, 7.013000011, 6.943999767, 6.823999882000001),
 (&#39;Slovak Republic&#39;, 8.406999588, 7.163000107, 6.778999805),
 (&#39;Portugal&#39;, 9.348999977, 7.4149999620000004, 6.770999907999999),
 (&#39;Belgium&#39;, 7.053999901, 6.394999981000001, 6.56400013),
 (&#39;Sweden&#39;, 6.441999912000001, 6.092000007999999, 6.559999942999999),
 (&#39;Nigeria&#39;, 6.3029999729999995, 6.363999843999999, 6.515999794),
 (&#39;Bangladesh&#39;, 6.7319998739999996, 6.513000011, 6.431000233),
 (&#39;Malawi&#39;, 6.461999893, 6.440000057000001, 6.381999969),
 (&#39;Fragile and conflict affected situations&#39;,
  6.249956257000001,
  6.267174012999999,
  6.283216513999999),
 (&#39;Lithuania&#39;, 5.6779999729999995, 5.513000011, 6.234000206),
 (&#39;Kazakhstan&#39;, 5.531000137, 5.625, 6.211999893),
 (&#39;Azerbaijan&#39;, 5.926000117999999, 6.053999901, 6.190999985),
 (&#39;Vanuatu&#39;, 6.127999783, 6.117000103, 6.09100008),
 (&#39;Early-demographic dividend&#39;, 5.979990148, 5.99963484, 6.077363022999999),
 (&#39;Slovenia&#39;, 7.477000237, 6.275000095, 6.032999992000001),
 (&#39;Maldives&#39;, 5.31799984, 5.679999828, 5.979000092000001),
 (&#39;Mongolia&#39;, 5.638999939, 5.863999843999999, 5.907000065),
 (&#39;Guam&#39;, 5.302000046, 5.640999794, 5.867000103),
 (&#39;Luxembourg&#39;, 5.499000072, 5.717000007999999, 5.767000198),
 (&#39;Canada&#39;, 5.848999977, 5.679999828, 5.71600008),
 (&#39;Paraguay&#39;, 5.440000057000001, 5.763999939, 5.712999821),
 (&#39;Nicaragua&#39;, 5.243000031, 5.311999798, 5.631000042),
 (&#39;Estonia&#39;, 5.301000118, 5.131999969, 5.493999958),
 (&#39;Australia&#39;, 5.6690001489999995, 5.445000172, 5.43900013),
 (&#39;World&#39;, 5.520583376, 5.42199269, 5.433434319),
 (&#39;Zimbabwe&#39;, 5.493000031, 5.4279999729999995, 5.392000198),
 (&#39;Honduras&#39;, 5.5809998510000005, 5.291999817, 5.3249998089999995),
 (&#39;Fiji&#39;, 5.379000187000001, 5.334000111, 5.311999798),
 (&#39;Uzbekistan&#39;, 4.776000023, 5.0180001260000004, 5.291999817),
 (&#39;Switzerland&#39;, 5.058000088, 5.15500021, 5.118000031),
 (&#39;Panama&#39;, 5.110000134, 5.063000202, 5.113999843999999),
 (&#39;Denmark&#39;, 5.93599987, 5.15199995, 5.112999916000001),
 (&#39;New Zealand&#39;, 5.197999954, 4.816999912, 5.084000111),
 (&#39;Pakistan&#39;, 5.605999947000001, 5.142000198, 5.077000141),
 (&#39;Ireland&#39;, 6.291999817000001, 5.484000206, 5.070000172),
 (&#39;Ecuador&#39;, 4.927000046, 4.9770002369999995, 5.0310001369999995),
 (&#39;Malta&#39;, 4.657999992, 4.56400013, 4.714000225),
 (&#39;Kuwait&#39;, 4.696000099, 4.614999771, 4.6750001910000005),
 (&#39;Austria&#39;, 5.032000065, 4.72300005, 4.639999866),
 (&#39;Bulgaria&#39;, 5.946000099, 4.756999969, 4.479000092),
 (&#39;Russian Federation&#39;, 5.051000118, 4.568999767, 4.388999939),
 (&#39;Guinea-Bissau&#39;, 4.206999778999999, 4.234000206, 4.250999928),
 (&#39;Indonesia&#39;, 3.9210000039999997, 4.142000198, 4.236999989),
 (&#39;Belarus&#39;, 4.0440001489999995, 4.138999939, 4.198999882),
 (&#39;Netherlands&#39;, 5.2579998969999995, 4.2319998739999996, 4.168000221000001),
 (&#39;Comoros&#39;, 4.043000221000001, 4.065999985, 4.054999828),
 (&#39;North America&#39;, 4.480141014, 3.987514514, 4.0059775239999995),
 (&#39;South Asia&#39;, 4.039360332, 3.97550412, 3.96291617),
 (&#39;Bolivia&#39;, 3.835000038, 3.984999895, 3.961999893),
 (&#39;Israel&#39;, 4.320000172, 3.961999893, 3.948999882),
 (&#39;Timor-Leste&#39;, 3.858999968, 3.891000032, 3.8970000739999997),
 (&#39;Cameroon&#39;, 3.8110001089999996, 3.848999977, 3.859999895),
 (&#39;Singapore&#39;, 4.304999828, 4.047999859, 3.8190000060000004),
 (&#39;China&#39;, 3.8099999430000002, 3.819999933, 3.815999985),
 (&#39;Malaysia&#39;, 3.914000034, 3.8110001089999996, 3.815999985),
 (&#39;United States&#39;, 4.308000088, 3.773000002, 3.789000034),
 (&#39;Hungary&#39;, 4.571000099, 4.020999908, 3.7550001139999996),
 (&#39;United Kingdom&#39;,
  4.2189998630000005,
  3.8819999689999998,
  3.7170000080000003),
 (&#39;Bahrain&#39;, 3.3929998869999998, 3.5369999410000004, 3.6659998889999996),
 (&#39;Guatemala&#39;, 3.730999947, 3.683000088, 3.640000105),
 (&#39;El Salvador&#39;, 4.001999855, 3.7170000080000003, 3.6180000310000002),
 (&#39;Norway&#39;, 3.690999985, 3.4949998860000004, 3.588999987),
 (&#39;India&#39;, 3.558000088, 3.559000015, 3.5690000060000004),
 (&#39;Mexico&#39;, 3.6050000189999998, 3.4360001089999996, 3.542000055),
 (&#39;Sierra Leone&#39;, 3.571000099, 3.5290000439999996, 3.53399992),
 (&#39;Romania&#39;, 4.0440001489999995, 3.65899992, 3.510999918),
 (&#39;Korea, Rep.&#39;, 3.585000038, 3.677999973, 3.507999897),
 (&#39;Congo, Dem. Rep.&#39;, 3.2300000189999998, 3.289999962, 3.378000021),
 (&#39;Peru&#39;, 3.502000093, 3.4360001089999996, 3.332999945),
 (&#39;Poland&#39;, 4.907000065, 3.6849999430000002, 3.3180000780000003),
 (&#39;Mozambique&#39;, 3.3680000310000002, 3.286000013, 3.250999928),
 (&#39;Trinidad and Tobago&#39;, 2.746000051, 3.0069999689999998, 3.0450000760000004),
 (&#39;Czech Republic&#39;, 3.5789999960000003, 2.9309999939999996, 3.039000034),
 (&#34;Cote d&#39;Ivoire&#34;, 3.213999987, 3.1180000310000002, 3.029999971),
 (&#39;Moldova&#39;, 3.3380000589999996, 2.974999905, 2.996999979),
 (&#39;Germany&#39;, 3.315999985, 3.112999916, 2.980999947),
 (&#39;Iceland&#39;, 2.717999935, 2.8110001089999996, 2.930000067),
 (&#39;Bhutan&#39;, 2.980999947, 3.0199999810000002, 2.8970000739999997),
 (&#39;Chad&#39;, 2.538000107, 2.60800004, 2.789000034),
 (&#39;Guinea&#39;, 2.6310000419999997, 2.647000074, 2.622999907),
 (&#39;Cuba&#39;, 2.505000114, 2.53399992, 2.559000015),
 (&#39;Philippines&#39;, 2.701999903, 2.605999947, 2.532000065),
 (&#39;Hong Kong SAR, China&#39;, 2.773999929, 2.5179998869999998, 2.5),
 (&#39;Tanzania&#39;, 2.460000038, 2.430000067, 2.404999971),
 (&#39;Ethiopia&#39;, 2.430999994, 2.415999889, 2.390000105),
 (&#39;Afghanistan&#39;, 2.4670000080000003, 2.421000004, 2.38499999),
 (&#39;Japan&#39;, 2.63499999, 2.311000109, 2.336999893),
 (&#39;Turkmenistan&#39;, 2.048000097, 2.114000082, 2.15899992),
 (&#39;Uganda&#39;, 2.184000015, 2.13499999, 2.135999918),
 (&#39;Myanmar&#39;, 2.032000065, 2.0650000569999998, 2.105999947),
 (&#39;Benin&#39;, 2.336999893, 2.2320001130000002, 2.101000071),
 (&#39;Liberia&#39;, 2.045000076, 2.049000025, 2.048000097),
 (&#39;Tonga&#39;, 1.945000052, 1.9769999980000001, 1.950999975),
 (&#39;Madagascar&#39;, 1.7289999719999998, 1.7849999669999999, 1.8020000459999999),
 (&#39;Vietnam&#39;, 1.710999966, 1.751999974, 1.7860000130000002),
 (&#39;Macao SAR, China&#39;, 1.592000008, 1.6410000319999998, 1.646999955),
 (&#39;Solomon Islands&#39;, 1.5650000569999998, 1.5670000309999998, 1.565999985),
 (&#39;Togo&#39;, 1.3409999609999999, 1.355000019, 1.356999993),
 (&#39;Papua New Guinea&#39;, 1.230999947, 1.2799999709999998, 1.300999999),
 (&#39;Burundi&#39;, 1.0579999690000002, 1.0729999540000001, 1.06400001),
 (&#39;Nepal&#39;, 1.088999987, 1.08099997, 1.054999948),
 (&#39;Rwanda&#39;, 0.981999993, 0.995000005, 1.013000011),
 (&#39;Cambodia&#39;, 0.953000009, 0.935000002, 0.8999999759999999),
 (&#39;Thailand&#39;, 0.663999975, 0.69599998, 0.727999985),
 (&#39;Qatar&#39;, 0.621999979, 0.638000011, 0.646000028),
 (&#39;Niger&#39;, 0.165999994, 0.155000001, 0.14599999800000002)]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">female1</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;Country Name&#39;</span><span class="p">]),</span><span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;2019&#39;</span><span class="p">])))</span>
<span class="n">female1</span>
</pre></div>

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<pre>[(&#39;West Bank and Gaza&#39;, 50.92399979),
 (&#39;South Africa&#39;, 29.72200012),
 (&#39;Gabon&#39;, 28.15099907),
 (&#39;Lesotho&#39;, 26.71999931),
 (&#39;Namibia&#39;, 24.87700081),
 (&#39;Eswatini&#39;, 24.6609993),
 (&#39;Libya&#39;, 24.51000023),
 (&#39;Bosnia and Herzegovina&#39;, 24.29400063),
 (&#39;St. Lucia&#39;, 23.44099998),
 (&#39;Egypt, Arab Rep.&#39;, 23.14699936),
 (&#39;Sudan&#39;, 23.11599922),
 (&#39;Greece&#39;, 23.09300041),
 (&#39;Jordan&#39;, 22.92200089),
 (&#39;Yemen, Rep.&#39;, 22.79400063),
 (&#39;Tunisia&#39;, 22.28100014),
 (&#39;Botswana&#39;, 21.78899956),
 (&#39;Sao Tome and Principe&#39;, 21.30500031),
 (&#39;Algeria&#39;, 21.10199928),
 (&#39;Saudi Arabia&#39;, 20.94799995),
 (&#39;Syrian Arab Republic&#39;, 20.78000069),
 (&#39;North Macedonia&#39;, 20.52599907),
 (&#39;Iran, Islamic Rep.&#39;, 20.12800026),
 (&#39;Arab World&#39;, 18.73431196),
 (&#39;Armenia&#39;, 18.26600075),
 (&#39;St. Vincent and the Grenadines&#39;, 17.46500015),
 (&#39;Spain&#39;, 17.09399986),
 (&#39;Haiti&#39;, 16.231000899999998),
 (&#39;Montenegro&#39;, 16.02000046),
 (&#39;Guyana&#39;, 15.77499962),
 (&#39;Belize&#39;, 15.39599991),
 (&#39;Somalia&#39;, 15.36100006),
 (&#39;Turkey&#39;, 14.85900021),
 (&#39;Serbia&#39;, 14.73799992),
 (&#39;New Caledonia&#39;, 14.65799999),
 (&#39;Brazil&#39;, 14.42199993),
 (&#39;South Sudan&#39;, 13.95300007),
 (&#39;Albania&#39;, 13.33100033),
 (&#39;Oman&#39;, 13.18599987),
 (&#39;Mauritania&#39;, 12.95899963),
 (&#39;Bahamas, The&#39;, 12.91499996),
 (&#39;Cabo Verde&#39;, 12.81900024),
 (&#39;French Polynesia&#39;, 12.81900024),
 (&#39;Georgia&#39;, 12.7489996),
 (&#39;Jamaica&#39;, 12.536999699999999),
 (&#39;Iraq&#39;, 12.38199997),
 (&#39;Gambia, The&#39;, 11.9989996),
 (&#39;Colombia&#39;, 11.96399975),
 (&#39;Djibouti&#39;, 11.92399979),
 (&#39;Suriname&#39;, 11.81700039),
 (&#39;Mali&#39;, 11.56400013),
 (&#39;Caribbean small states&#39;, 11.41093212),
 (&#39;Argentina&#39;, 11.26099968),
 (&#39;Congo, Rep.&#39;, 10.9989996),
 (&#39;Costa Rica&#39;, 10.39000034),
 (&#39;Morocco&#39;, 10.35000038),
 (&#39;Mauritius&#39;, 10.15699959),
 (&#39;Barbados&#39;, 10.0170002),
 (&#39;Samoa&#39;, 9.986000061),
 (&#39;Brunei Darussalam&#39;, 9.954999924),
 (&#39;Italy&#39;, 9.954999924),
 (&#39;Lebanon&#39;, 9.857000351),
 (&#39;Tajikistan&#39;, 9.843000412),
 (&#39;Equatorial Guinea&#39;, 9.807999611),
 (&#39;Uruguay&#39;, 9.807999611),
 (&#39;Venezuela, RB&#39;, 9.699999809),
 (&#39;France&#39;, 9.288000107),
 (&#39;Kenya&#39;, 9.171999931),
 (&#39;Virgin Islands (U.S.)&#39;, 9.078000069),
 (&#39;Burkina Faso&#39;, 8.951999664),
 (&#39;Kyrgyz Republic&#39;, 8.940999985),
 (&#39;Croatia&#39;, 8.626000404),
 (&#39;Puerto Rico&#39;, 8.559000015),
 (&#39;Cyprus&#39;, 8.38599968),
 (&#39;Euro area&#39;, 8.36109674),
 (&#39;Chile&#39;, 8.293000221),
 (&#39;Dominican Republic&#39;, 8.251999855),
 (&#39;Ukraine&#39;, 8.069999695),
 (&#39;United Arab Emirates&#39;, 7.734000206),
 (&#39;Channel Islands&#39;, 7.652999877999999),
 (&#39;Senegal&#39;, 7.610000134),
 (&#39;Angola&#39;, 7.59499979),
 (&#39;Latvia&#39;, 7.447999954),
 (&#39;Central African Republic&#39;, 7.171999931),
 (&#39;Finland&#39;, 7.1199998860000004),
 (&#39;Europe &amp; Central Asia (excluding high income)&#39;, 7.010171237000001),
 (&#39;Europe &amp; Central Asia&#39;, 6.964476115),
 (&#39;Eritrea&#39;, 6.934000015),
 (&#39;Sri Lanka&#39;, 6.8930001260000004),
 (&#39;European Union&#39;, 6.859947324),
 (&#39;Ghana&#39;, 6.828000069),
 (&#39;Zambia&#39;, 6.823999882000001),
 (&#39;Slovak Republic&#39;, 6.778999805),
 (&#39;Portugal&#39;, 6.770999907999999),
 (&#39;Belgium&#39;, 6.56400013),
 (&#39;Sweden&#39;, 6.559999942999999),
 (&#39;Nigeria&#39;, 6.515999794),
 (&#39;Bangladesh&#39;, 6.431000233),
 (&#39;Malawi&#39;, 6.381999969),
 (&#39;Fragile and conflict affected situations&#39;, 6.283216513999999),
 (&#39;Lithuania&#39;, 6.234000206),
 (&#39;Kazakhstan&#39;, 6.211999893),
 (&#39;Azerbaijan&#39;, 6.190999985),
 (&#39;Vanuatu&#39;, 6.09100008),
 (&#39;Early-demographic dividend&#39;, 6.077363022999999),
 (&#39;Slovenia&#39;, 6.032999992000001),
 (&#39;Maldives&#39;, 5.979000092000001),
 (&#39;Mongolia&#39;, 5.907000065),
 (&#39;Guam&#39;, 5.867000103),
 (&#39;Luxembourg&#39;, 5.767000198),
 (&#39;Canada&#39;, 5.71600008),
 (&#39;Paraguay&#39;, 5.712999821),
 (&#39;Nicaragua&#39;, 5.631000042),
 (&#39;Estonia&#39;, 5.493999958),
 (&#39;Australia&#39;, 5.43900013),
 (&#39;World&#39;, 5.433434319),
 (&#39;Zimbabwe&#39;, 5.392000198),
 (&#39;Honduras&#39;, 5.3249998089999995),
 (&#39;Fiji&#39;, 5.311999798),
 (&#39;Uzbekistan&#39;, 5.291999817),
 (&#39;Switzerland&#39;, 5.118000031),
 (&#39;Panama&#39;, 5.113999843999999),
 (&#39;Denmark&#39;, 5.112999916000001),
 (&#39;New Zealand&#39;, 5.084000111),
 (&#39;Pakistan&#39;, 5.077000141),
 (&#39;Ireland&#39;, 5.070000172),
 (&#39;Ecuador&#39;, 5.0310001369999995),
 (&#39;Malta&#39;, 4.714000225),
 (&#39;Kuwait&#39;, 4.6750001910000005),
 (&#39;Austria&#39;, 4.639999866),
 (&#39;Bulgaria&#39;, 4.479000092),
 (&#39;Russian Federation&#39;, 4.388999939),
 (&#39;Guinea-Bissau&#39;, 4.250999928),
 (&#39;Indonesia&#39;, 4.236999989),
 (&#39;Belarus&#39;, 4.198999882),
 (&#39;Netherlands&#39;, 4.168000221000001),
 (&#39;Comoros&#39;, 4.054999828),
 (&#39;North America&#39;, 4.0059775239999995),
 (&#39;South Asia&#39;, 3.96291617),
 (&#39;Bolivia&#39;, 3.961999893),
 (&#39;Israel&#39;, 3.948999882),
 (&#39;Timor-Leste&#39;, 3.8970000739999997),
 (&#39;Cameroon&#39;, 3.859999895),
 (&#39;Singapore&#39;, 3.8190000060000004),
 (&#39;China&#39;, 3.815999985),
 (&#39;Malaysia&#39;, 3.815999985),
 (&#39;United States&#39;, 3.789000034),
 (&#39;Hungary&#39;, 3.7550001139999996),
 (&#39;United Kingdom&#39;, 3.7170000080000003),
 (&#39;Bahrain&#39;, 3.6659998889999996),
 (&#39;Guatemala&#39;, 3.640000105),
 (&#39;El Salvador&#39;, 3.6180000310000002),
 (&#39;Norway&#39;, 3.588999987),
 (&#39;India&#39;, 3.5690000060000004),
 (&#39;Mexico&#39;, 3.542000055),
 (&#39;Sierra Leone&#39;, 3.53399992),
 (&#39;Romania&#39;, 3.510999918),
 (&#39;Korea, Rep.&#39;, 3.507999897),
 (&#39;Congo, Dem. Rep.&#39;, 3.378000021),
 (&#39;Peru&#39;, 3.332999945),
 (&#39;Poland&#39;, 3.3180000780000003),
 (&#39;Mozambique&#39;, 3.250999928),
 (&#39;Trinidad and Tobago&#39;, 3.0450000760000004),
 (&#39;Czech Republic&#39;, 3.039000034),
 (&#34;Cote d&#39;Ivoire&#34;, 3.029999971),
 (&#39;Moldova&#39;, 2.996999979),
 (&#39;Germany&#39;, 2.980999947),
 (&#39;Iceland&#39;, 2.930000067),
 (&#39;Bhutan&#39;, 2.8970000739999997),
 (&#39;Chad&#39;, 2.789000034),
 (&#39;Guinea&#39;, 2.622999907),
 (&#39;Cuba&#39;, 2.559000015),
 (&#39;Philippines&#39;, 2.532000065),
 (&#39;Hong Kong SAR, China&#39;, 2.5),
 (&#39;Tanzania&#39;, 2.404999971),
 (&#39;Ethiopia&#39;, 2.390000105),
 (&#39;Afghanistan&#39;, 2.38499999),
 (&#39;Japan&#39;, 2.336999893),
 (&#39;Turkmenistan&#39;, 2.15899992),
 (&#39;Uganda&#39;, 2.135999918),
 (&#39;Myanmar&#39;, 2.105999947),
 (&#39;Benin&#39;, 2.101000071),
 (&#39;Liberia&#39;, 2.048000097),
 (&#39;Tonga&#39;, 1.950999975),
 (&#39;Madagascar&#39;, 1.8020000459999999),
 (&#39;Vietnam&#39;, 1.7860000130000002),
 (&#39;Macao SAR, China&#39;, 1.646999955),
 (&#39;Solomon Islands&#39;, 1.565999985),
 (&#39;Togo&#39;, 1.356999993),
 (&#39;Papua New Guinea&#39;, 1.300999999),
 (&#39;Burundi&#39;, 1.06400001),
 (&#39;Nepal&#39;, 1.054999948),
 (&#39;Rwanda&#39;, 1.013000011),
 (&#39;Cambodia&#39;, 0.8999999759999999),
 (&#39;Thailand&#39;, 0.727999985),
 (&#39;Qatar&#39;, 0.646000028),
 (&#39;Niger&#39;, 0.14599999800000002)]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># 导入数据</span>
<span class="n">data2</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;male.csv&#39;</span><span class="p">)</span>
<span class="n">data2</span>
</pre></div>

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<div class="output_html rendered_html output_subarea output_execute_result">
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</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Country Name</th>
      <th>Country Code</th>
      <th>Indicator Name</th>
      <th>Indicator Code</th>
      <th>2000</th>
      <th>2001</th>
      <th>2002</th>
      <th>2003</th>
      <th>2004</th>
      <th>2005</th>
      <th>...</th>
      <th>2010</th>
      <th>2011</th>
      <th>2012</th>
      <th>2013</th>
      <th>2014</th>
      <th>2015</th>
      <th>2016</th>
      <th>2017</th>
      <th>2018</th>
      <th>2019</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>South Africa</td>
      <td>ZAF</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>25.577000</td>
      <td>26.339001</td>
      <td>27.219999</td>
      <td>27.004000</td>
      <td>24.336000</td>
      <td>23.541000</td>
      <td>...</td>
      <td>22.865000</td>
      <td>22.584999</td>
      <td>22.860001</td>
      <td>22.966999</td>
      <td>23.156000</td>
      <td>23.209000</td>
      <td>24.551001</td>
      <td>25.535999</td>
      <td>25.047001</td>
      <td>25.333000</td>
    </tr>
    <tr>
      <th>1</th>
      <td>North Macedonia</td>
      <td>MKD</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>30.499001</td>
      <td>29.541000</td>
      <td>31.705000</td>
      <td>36.959999</td>
      <td>36.736000</td>
      <td>36.481998</td>
      <td>...</td>
      <td>31.881001</td>
      <td>31.760000</td>
      <td>31.458000</td>
      <td>28.980000</td>
      <td>27.645000</td>
      <td>26.723000</td>
      <td>24.356001</td>
      <td>22.738001</td>
      <td>22.371000</td>
      <td>22.257000</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Namibia</td>
      <td>NAM</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>19.172001</td>
      <td>18.982000</td>
      <td>19.433001</td>
      <td>19.506001</td>
      <td>19.444000</td>
      <td>19.358999</td>
      <td>...</td>
      <td>20.313000</td>
      <td>17.594999</td>
      <td>14.669000</td>
      <td>17.365000</td>
      <td>16.711000</td>
      <td>19.017000</td>
      <td>21.811001</td>
      <td>21.804001</td>
      <td>21.591999</td>
      <td>21.608000</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Eswatini</td>
      <td>SWZ</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>22.757999</td>
      <td>23.357000</td>
      <td>24.351000</td>
      <td>25.049999</td>
      <td>25.423000</td>
      <td>25.929001</td>
      <td>...</td>
      <td>25.224001</td>
      <td>24.775999</td>
      <td>24.129999</td>
      <td>23.478001</td>
      <td>22.635000</td>
      <td>22.023001</td>
      <td>21.315001</td>
      <td>20.975000</td>
      <td>21.163000</td>
      <td>21.587999</td>
    </tr>
    <tr>
      <th>4</th>
      <td>St. Vincent and the Grenadines</td>
      <td>VCT</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>22.365000</td>
      <td>22.638000</td>
      <td>22.238001</td>
      <td>21.792999</td>
      <td>21.714001</td>
      <td>21.562000</td>
      <td>...</td>
      <td>21.659000</td>
      <td>21.433001</td>
      <td>21.264000</td>
      <td>21.167000</td>
      <td>21.216999</td>
      <td>21.865999</td>
      <td>21.714001</td>
      <td>21.351999</td>
      <td>21.393000</td>
      <td>21.316999</td>
    </tr>
    <tr>
      <th>5</th>
      <td>Lesotho</td>
      <td>LSO</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>28.558001</td>
      <td>28.059999</td>
      <td>28.202000</td>
      <td>27.693001</td>
      <td>26.955999</td>
      <td>26.311001</td>
      <td>...</td>
      <td>22.677999</td>
      <td>21.979000</td>
      <td>21.143999</td>
      <td>20.912001</td>
      <td>20.903000</td>
      <td>21.021999</td>
      <td>21.037001</td>
      <td>20.587000</td>
      <td>20.664000</td>
      <td>20.641001</td>
    </tr>
    <tr>
      <th>6</th>
      <td>St. Lucia</td>
      <td>LCA</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>12.930000</td>
      <td>15.135000</td>
      <td>17.507999</td>
      <td>17.351000</td>
      <td>17.598000</td>
      <td>15.138000</td>
      <td>...</td>
      <td>16.202000</td>
      <td>17.676001</td>
      <td>17.194000</td>
      <td>20.723000</td>
      <td>20.989000</td>
      <td>21.313000</td>
      <td>19.399000</td>
      <td>18.839001</td>
      <td>18.639999</td>
      <td>17.944000</td>
    </tr>
    <tr>
      <th>7</th>
      <td>Armenia</td>
      <td>ARM</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>8.246000</td>
      <td>8.857000</td>
      <td>9.339000</td>
      <td>9.514000</td>
      <td>10.045000</td>
      <td>10.074000</td>
      <td>...</td>
      <td>17.090000</td>
      <td>17.365999</td>
      <td>16.516001</td>
      <td>14.418000</td>
      <td>15.753000</td>
      <td>17.389000</td>
      <td>17.731001</td>
      <td>18.145000</td>
      <td>17.552999</td>
      <td>17.232000</td>
    </tr>
    <tr>
      <th>8</th>
      <td>Montenegro</td>
      <td>MNE</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>26.523001</td>
      <td>26.121000</td>
      <td>26.799999</td>
      <td>26.995001</td>
      <td>26.622000</td>
      <td>26.231001</td>
      <td>...</td>
      <td>18.789000</td>
      <td>19.301001</td>
      <td>19.756001</td>
      <td>20.039000</td>
      <td>17.815001</td>
      <td>17.738001</td>
      <td>18.233999</td>
      <td>15.381000</td>
      <td>15.153000</td>
      <td>15.583000</td>
    </tr>
    <tr>
      <th>9</th>
      <td>Georgia</td>
      <td>GEO</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>11.097000</td>
      <td>11.621000</td>
      <td>13.987000</td>
      <td>11.482000</td>
      <td>13.382000</td>
      <td>14.814000</td>
      <td>...</td>
      <td>19.091999</td>
      <td>19.097000</td>
      <td>18.139000</td>
      <td>18.944000</td>
      <td>16.559000</td>
      <td>15.541000</td>
      <td>16.593000</td>
      <td>14.963000</td>
      <td>15.308000</td>
      <td>15.504000</td>
    </tr>
    <tr>
      <th>10</th>
      <td>Botswana</td>
      <td>BWA</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>14.804000</td>
      <td>15.732000</td>
      <td>18.618000</td>
      <td>21.625999</td>
      <td>19.639999</td>
      <td>17.875000</td>
      <td>...</td>
      <td>14.730000</td>
      <td>14.428000</td>
      <td>14.587000</td>
      <td>14.802000</td>
      <td>14.794000</td>
      <td>14.744000</td>
      <td>14.715000</td>
      <td>14.372000</td>
      <td>14.795000</td>
      <td>15.034000</td>
    </tr>
    <tr>
      <th>11</th>
      <td>Libya</td>
      <td>LBY</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>18.702999</td>
      <td>16.739000</td>
      <td>16.252001</td>
      <td>16.408001</td>
      <td>16.583000</td>
      <td>16.334000</td>
      <td>...</td>
      <td>15.500000</td>
      <td>17.332001</td>
      <td>16.849001</td>
      <td>16.054001</td>
      <td>14.874000</td>
      <td>13.810000</td>
      <td>13.938000</td>
      <td>14.755000</td>
      <td>14.912000</td>
      <td>14.955000</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Albania</td>
      <td>ALB</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>17.441000</td>
      <td>17.098000</td>
      <td>17.204000</td>
      <td>17.202000</td>
      <td>16.962999</td>
      <td>16.549000</td>
      <td>...</td>
      <td>12.763000</td>
      <td>13.273000</td>
      <td>14.787000</td>
      <td>17.652000</td>
      <td>19.108999</td>
      <td>17.066999</td>
      <td>15.693000</td>
      <td>14.601000</td>
      <td>14.452000</td>
      <td>14.409000</td>
    </tr>
    <tr>
      <th>13</th>
      <td>Greece</td>
      <td>GRC</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>7.500000</td>
      <td>6.965000</td>
      <td>6.475000</td>
      <td>6.067000</td>
      <td>6.453000</td>
      <td>6.254000</td>
      <td>...</td>
      <td>10.061000</td>
      <td>15.154000</td>
      <td>21.580000</td>
      <td>24.516001</td>
      <td>23.642000</td>
      <td>21.764999</td>
      <td>19.907000</td>
      <td>17.865000</td>
      <td>15.527000</td>
      <td>14.152000</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Gabon</td>
      <td>GAB</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>15.961000</td>
      <td>15.072000</td>
      <td>14.608000</td>
      <td>14.252000</td>
      <td>13.606000</td>
      <td>12.882000</td>
      <td>...</td>
      <td>14.718000</td>
      <td>14.555000</td>
      <td>14.362000</td>
      <td>14.292000</td>
      <td>14.125000</td>
      <td>14.198000</td>
      <td>13.972000</td>
      <td>13.844000</td>
      <td>13.850000</td>
      <td>13.828000</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Somalia</td>
      <td>SOM</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>14.888000</td>
      <td>14.807000</td>
      <td>14.955000</td>
      <td>14.832000</td>
      <td>14.718000</td>
      <td>14.505000</td>
      <td>...</td>
      <td>14.186000</td>
      <td>14.237000</td>
      <td>14.165000</td>
      <td>14.228000</td>
      <td>14.061000</td>
      <td>14.016000</td>
      <td>13.873000</td>
      <td>13.534000</td>
      <td>13.580000</td>
      <td>13.583000</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Jordan</td>
      <td>JOR</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>12.428000</td>
      <td>13.741000</td>
      <td>14.113000</td>
      <td>13.461000</td>
      <td>13.245000</td>
      <td>12.901000</td>
      <td>...</td>
      <td>10.468000</td>
      <td>11.044000</td>
      <td>10.471000</td>
      <td>10.587000</td>
      <td>10.059000</td>
      <td>11.035000</td>
      <td>13.369000</td>
      <td>12.987000</td>
      <td>13.310000</td>
      <td>13.210000</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Tunisia</td>
      <td>TUN</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>14.557000</td>
      <td>14.013000</td>
      <td>14.149000</td>
      <td>13.930000</td>
      <td>13.479000</td>
      <td>12.062000</td>
      <td>...</td>
      <td>10.899000</td>
      <td>15.058000</td>
      <td>14.659000</td>
      <td>13.281000</td>
      <td>12.670000</td>
      <td>12.568000</td>
      <td>12.623000</td>
      <td>12.579000</td>
      <td>12.916000</td>
      <td>13.079000</td>
    </tr>
    <tr>
      <th>18</th>
      <td>Puerto Rico</td>
      <td>PRI</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>11.832000</td>
      <td>12.888000</td>
      <td>13.061000</td>
      <td>12.564000</td>
      <td>11.477000</td>
      <td>12.233000</td>
      <td>...</td>
      <td>18.677999</td>
      <td>17.938999</td>
      <td>16.275000</td>
      <td>16.104000</td>
      <td>15.748000</td>
      <td>13.716000</td>
      <td>13.517000</td>
      <td>12.514000</td>
      <td>13.336000</td>
      <td>12.995000</td>
    </tr>
    <tr>
      <th>19</th>
      <td>Spain</td>
      <td>ESP</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>9.498000</td>
      <td>7.357000</td>
      <td>7.870000</td>
      <td>8.283000</td>
      <td>8.336000</td>
      <td>7.136000</td>
      <td>...</td>
      <td>19.568001</td>
      <td>21.046000</td>
      <td>24.580999</td>
      <td>25.604000</td>
      <td>23.601999</td>
      <td>20.780001</td>
      <td>18.125999</td>
      <td>15.666000</td>
      <td>13.638000</td>
      <td>12.632000</td>
    </tr>
    <tr>
      <th>20</th>
      <td>Serbia</td>
      <td>SRB</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>10.887000</td>
      <td>11.122000</td>
      <td>12.346000</td>
      <td>14.345000</td>
      <td>15.140000</td>
      <td>16.796000</td>
      <td>...</td>
      <td>18.445999</td>
      <td>22.415001</td>
      <td>23.261000</td>
      <td>20.861000</td>
      <td>18.330999</td>
      <td>17.073999</td>
      <td>14.591000</td>
      <td>12.839000</td>
      <td>12.685000</td>
      <td>12.530000</td>
    </tr>
    <tr>
      <th>21</th>
      <td>New Caledonia</td>
      <td>NCL</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>14.544000</td>
      <td>14.226000</td>
      <td>14.276000</td>
      <td>13.999000</td>
      <td>13.520000</td>
      <td>12.785000</td>
      <td>...</td>
      <td>12.575000</td>
      <td>12.451000</td>
      <td>13.064000</td>
      <td>13.619000</td>
      <td>13.742000</td>
      <td>13.425000</td>
      <td>13.179000</td>
      <td>12.872000</td>
      <td>12.621000</td>
      <td>12.379000</td>
    </tr>
    <tr>
      <th>22</th>
      <td>Yemen, Rep.</td>
      <td>YEM</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>12.185000</td>
      <td>12.117000</td>
      <td>12.257000</td>
      <td>12.041000</td>
      <td>11.808000</td>
      <td>11.563000</td>
      <td>...</td>
      <td>11.930000</td>
      <td>12.084000</td>
      <td>12.224000</td>
      <td>12.376000</td>
      <td>12.336000</td>
      <td>12.921000</td>
      <td>12.500000</td>
      <td>12.177000</td>
      <td>12.048000</td>
      <td>11.993000</td>
    </tr>
    <tr>
      <th>23</th>
      <td>Cabo Verde</td>
      <td>CPV</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>11.319000</td>
      <td>11.361000</td>
      <td>11.385000</td>
      <td>11.463000</td>
      <td>10.990000</td>
      <td>10.882000</td>
      <td>...</td>
      <td>10.402000</td>
      <td>10.606000</td>
      <td>11.277000</td>
      <td>11.848000</td>
      <td>11.704000</td>
      <td>11.800000</td>
      <td>11.928000</td>
      <td>11.795000</td>
      <td>11.812000</td>
      <td>11.835000</td>
    </tr>
    <tr>
      <th>24</th>
      <td>Tajikistan</td>
      <td>TJK</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>15.329000</td>
      <td>14.954000</td>
      <td>14.832000</td>
      <td>14.539000</td>
      <td>14.055000</td>
      <td>13.630000</td>
      <td>...</td>
      <td>12.243000</td>
      <td>12.146000</td>
      <td>12.279000</td>
      <td>12.404000</td>
      <td>12.224000</td>
      <td>11.910000</td>
      <td>11.525000</td>
      <td>11.264000</td>
      <td>11.479000</td>
      <td>11.665000</td>
    </tr>
    <tr>
      <th>25</th>
      <td>South Sudan</td>
      <td>SSD</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>12.449000</td>
      <td>12.380000</td>
      <td>12.509000</td>
      <td>12.439000</td>
      <td>12.279000</td>
      <td>12.089000</td>
      <td>...</td>
      <td>12.012000</td>
      <td>11.861000</td>
      <td>11.520000</td>
      <td>11.557000</td>
      <td>11.140000</td>
      <td>11.573000</td>
      <td>11.285000</td>
      <td>11.446000</td>
      <td>11.488000</td>
      <td>11.505000</td>
    </tr>
    <tr>
      <th>26</th>
      <td>French Polynesia</td>
      <td>PYF</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>10.448000</td>
      <td>10.388000</td>
      <td>10.608000</td>
      <td>10.902000</td>
      <td>11.032000</td>
      <td>11.114000</td>
      <td>...</td>
      <td>12.974000</td>
      <td>12.503000</td>
      <td>12.729000</td>
      <td>12.876000</td>
      <td>12.564000</td>
      <td>12.218000</td>
      <td>11.938000</td>
      <td>11.596000</td>
      <td>11.426000</td>
      <td>11.332000</td>
    </tr>
    <tr>
      <th>27</th>
      <td>Haiti</td>
      <td>HTI</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>7.233000</td>
      <td>8.329000</td>
      <td>9.626000</td>
      <td>10.577000</td>
      <td>11.879000</td>
      <td>13.055000</td>
      <td>...</td>
      <td>13.189000</td>
      <td>12.247000</td>
      <td>11.379000</td>
      <td>11.382000</td>
      <td>11.187000</td>
      <td>11.000000</td>
      <td>10.960000</td>
      <td>10.789000</td>
      <td>10.951000</td>
      <td>10.970000</td>
    </tr>
    <tr>
      <th>28</th>
      <td>Brazil</td>
      <td>BRA</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>7.948000</td>
      <td>7.816000</td>
      <td>7.614000</td>
      <td>8.085000</td>
      <td>7.018000</td>
      <td>7.375000</td>
      <td>...</td>
      <td>5.737000</td>
      <td>5.089000</td>
      <td>5.818000</td>
      <td>5.668000</td>
      <td>5.599000</td>
      <td>7.220000</td>
      <td>10.212000</td>
      <td>11.371000</td>
      <td>11.106000</td>
      <td>10.525000</td>
    </tr>
    <tr>
      <th>29</th>
      <td>Turkey</td>
      <td>TUR</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>6.580000</td>
      <td>8.737000</td>
      <td>10.729000</td>
      <td>10.717000</td>
      <td>10.784000</td>
      <td>10.444000</td>
      <td>...</td>
      <td>10.362000</td>
      <td>8.257000</td>
      <td>7.616000</td>
      <td>7.915000</td>
      <td>9.011000</td>
      <td>9.155000</td>
      <td>9.525000</td>
      <td>9.340000</td>
      <td>9.574000</td>
      <td>10.454000</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>159</th>
      <td>India</td>
      <td>IND</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.845000</td>
      <td>2.934000</td>
      <td>3.040000</td>
      <td>3.044000</td>
      <td>2.826000</td>
      <td>2.712000</td>
      <td>...</td>
      <td>2.180000</td>
      <td>2.243000</td>
      <td>2.413000</td>
      <td>2.540000</td>
      <td>2.468000</td>
      <td>2.471000</td>
      <td>2.426000</td>
      <td>2.272000</td>
      <td>2.266000</td>
      <td>2.265000</td>
    </tr>
    <tr>
      <th>160</th>
      <td>Cuba</td>
      <td>CUB</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>3.875000</td>
      <td>3.154000</td>
      <td>2.577000</td>
      <td>1.727000</td>
      <td>1.658000</td>
      <td>1.801000</td>
      <td>...</td>
      <td>2.370000</td>
      <td>2.974000</td>
      <td>3.365000</td>
      <td>3.131000</td>
      <td>2.431000</td>
      <td>2.287000</td>
      <td>2.248000</td>
      <td>2.141000</td>
      <td>2.102000</td>
      <td>2.068000</td>
    </tr>
    <tr>
      <th>161</th>
      <td>Burundi</td>
      <td>BDI</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.627000</td>
      <td>2.579000</td>
      <td>2.641000</td>
      <td>2.584000</td>
      <td>2.558000</td>
      <td>2.468000</td>
      <td>...</td>
      <td>2.301000</td>
      <td>2.261000</td>
      <td>2.196000</td>
      <td>2.142000</td>
      <td>2.026000</td>
      <td>2.073000</td>
      <td>2.035000</td>
      <td>1.987000</td>
      <td>2.028000</td>
      <td>2.058000</td>
    </tr>
    <tr>
      <th>162</th>
      <td>Cote d'Ivoire</td>
      <td>CIV</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>4.667000</td>
      <td>4.948000</td>
      <td>5.398000</td>
      <td>5.483000</td>
      <td>5.638000</td>
      <td>5.648000</td>
      <td>...</td>
      <td>6.705000</td>
      <td>7.362000</td>
      <td>7.145000</td>
      <td>3.623000</td>
      <td>3.064000</td>
      <td>2.549000</td>
      <td>2.074000</td>
      <td>1.979000</td>
      <td>2.029000</td>
      <td>2.029000</td>
    </tr>
    <tr>
      <th>163</th>
      <td>Czech Republic</td>
      <td>CZE</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>7.336000</td>
      <td>6.693000</td>
      <td>5.795000</td>
      <td>5.855000</td>
      <td>7.059000</td>
      <td>6.453000</td>
      <td>...</td>
      <td>6.382000</td>
      <td>5.799000</td>
      <td>6.024000</td>
      <td>5.903000</td>
      <td>5.099000</td>
      <td>4.232000</td>
      <td>3.378000</td>
      <td>2.336000</td>
      <td>1.967000</td>
      <td>2.018000</td>
    </tr>
    <tr>
      <th>164</th>
      <td>Liberia</td>
      <td>LBR</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.777000</td>
      <td>2.614000</td>
      <td>2.622000</td>
      <td>2.570000</td>
      <td>2.485000</td>
      <td>2.405000</td>
      <td>...</td>
      <td>2.245000</td>
      <td>2.252000</td>
      <td>2.234000</td>
      <td>2.257000</td>
      <td>2.179000</td>
      <td>2.160000</td>
      <td>2.133000</td>
      <td>2.012000</td>
      <td>2.019000</td>
      <td>2.016000</td>
    </tr>
    <tr>
      <th>165</th>
      <td>Vietnam</td>
      <td>VNM</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.372000</td>
      <td>2.277000</td>
      <td>1.921000</td>
      <td>1.885000</td>
      <td>1.859000</td>
      <td>2.056000</td>
      <td>...</td>
      <td>1.148000</td>
      <td>1.088000</td>
      <td>1.115000</td>
      <td>1.408000</td>
      <td>1.396000</td>
      <td>1.994000</td>
      <td>1.992000</td>
      <td>2.049000</td>
      <td>2.020000</td>
      <td>1.994000</td>
    </tr>
    <tr>
      <th>166</th>
      <td>Togo</td>
      <td>TGO</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.423000</td>
      <td>2.394000</td>
      <td>2.418000</td>
      <td>2.400000</td>
      <td>2.303000</td>
      <td>2.303000</td>
      <td>...</td>
      <td>2.262000</td>
      <td>2.161000</td>
      <td>2.213000</td>
      <td>2.085000</td>
      <td>2.070000</td>
      <td>1.947000</td>
      <td>1.915000</td>
      <td>1.967000</td>
      <td>1.972000</td>
      <td>1.974000</td>
    </tr>
    <tr>
      <th>167</th>
      <td>Solomon Islands</td>
      <td>SLB</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.823000</td>
      <td>2.839000</td>
      <td>2.915000</td>
      <td>2.763000</td>
      <td>2.688000</td>
      <td>2.495000</td>
      <td>...</td>
      <td>1.872000</td>
      <td>2.006000</td>
      <td>2.236000</td>
      <td>2.216000</td>
      <td>2.293000</td>
      <td>2.200000</td>
      <td>2.106000</td>
      <td>1.930000</td>
      <td>1.961000</td>
      <td>1.966000</td>
    </tr>
    <tr>
      <th>168</th>
      <td>Benin</td>
      <td>BEN</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>1.094000</td>
      <td>0.946000</td>
      <td>0.924000</td>
      <td>0.937000</td>
      <td>0.947000</td>
      <td>0.975000</td>
      <td>...</td>
      <td>0.935000</td>
      <td>2.429000</td>
      <td>2.518000</td>
      <td>2.432000</td>
      <td>2.340000</td>
      <td>2.296000</td>
      <td>2.239000</td>
      <td>2.028000</td>
      <td>2.021000</td>
      <td>1.952000</td>
    </tr>
    <tr>
      <th>169</th>
      <td>Chad</td>
      <td>TCD</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>1.579000</td>
      <td>1.357000</td>
      <td>1.079000</td>
      <td>1.223000</td>
      <td>1.695000</td>
      <td>1.741000</td>
      <td>...</td>
      <td>1.610000</td>
      <td>1.759000</td>
      <td>1.703000</td>
      <td>1.995000</td>
      <td>1.877000</td>
      <td>1.959000</td>
      <td>2.175000</td>
      <td>1.915000</td>
      <td>1.911000</td>
      <td>1.923000</td>
    </tr>
    <tr>
      <th>170</th>
      <td>United Arab Emirates</td>
      <td>ARE</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.186000</td>
      <td>2.271000</td>
      <td>2.464000</td>
      <td>2.567000</td>
      <td>2.580000</td>
      <td>2.555000</td>
      <td>...</td>
      <td>2.225000</td>
      <td>2.017000</td>
      <td>1.912000</td>
      <td>1.796000</td>
      <td>1.576000</td>
      <td>1.368000</td>
      <td>1.175000</td>
      <td>1.572000</td>
      <td>1.706000</td>
      <td>1.720000</td>
    </tr>
    <tr>
      <th>171</th>
      <td>Bhutan</td>
      <td>BTN</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>1.279000</td>
      <td>1.173000</td>
      <td>1.190000</td>
      <td>1.200000</td>
      <td>1.875000</td>
      <td>2.927000</td>
      <td>...</td>
      <td>2.766000</td>
      <td>2.003000</td>
      <td>1.915000</td>
      <td>2.250000</td>
      <td>1.986000</td>
      <td>1.908000</td>
      <td>1.783000</td>
      <td>1.629000</td>
      <td>1.646000</td>
      <td>1.708000</td>
    </tr>
    <tr>
      <th>172</th>
      <td>Oman</td>
      <td>OMN</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>4.126000</td>
      <td>3.989000</td>
      <td>4.117000</td>
      <td>4.214000</td>
      <td>4.132000</td>
      <td>3.915000</td>
      <td>...</td>
      <td>3.581000</td>
      <td>3.305000</td>
      <td>3.052000</td>
      <td>2.714000</td>
      <td>2.408000</td>
      <td>2.053000</td>
      <td>1.741000</td>
      <td>1.711000</td>
      <td>1.680000</td>
      <td>1.629000</td>
    </tr>
    <tr>
      <th>173</th>
      <td>Madagascar</td>
      <td>MDG</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>5.727000</td>
      <td>5.301000</td>
      <td>4.426000</td>
      <td>3.425000</td>
      <td>2.286000</td>
      <td>1.587000</td>
      <td>...</td>
      <td>3.259000</td>
      <td>1.796000</td>
      <td>0.571000</td>
      <td>0.904000</td>
      <td>1.289000</td>
      <td>1.756000</td>
      <td>1.698000</td>
      <td>1.612000</td>
      <td>1.537000</td>
      <td>1.496000</td>
    </tr>
    <tr>
      <th>174</th>
      <td>Uganda</td>
      <td>UGA</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.463000</td>
      <td>2.576000</td>
      <td>2.713000</td>
      <td>2.742000</td>
      <td>2.197000</td>
      <td>1.710000</td>
      <td>...</td>
      <td>3.095000</td>
      <td>2.956000</td>
      <td>2.876000</td>
      <td>1.392000</td>
      <td>1.392000</td>
      <td>1.381000</td>
      <td>1.333000</td>
      <td>1.249000</td>
      <td>1.378000</td>
      <td>1.464000</td>
    </tr>
    <tr>
      <th>175</th>
      <td>Nepal</td>
      <td>NPL</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.004000</td>
      <td>2.095000</td>
      <td>2.111000</td>
      <td>2.104000</td>
      <td>2.042000</td>
      <td>1.948000</td>
      <td>...</td>
      <td>1.746000</td>
      <td>1.754000</td>
      <td>1.830000</td>
      <td>1.788000</td>
      <td>1.667000</td>
      <td>1.661000</td>
      <td>1.677000</td>
      <td>1.430000</td>
      <td>1.461000</td>
      <td>1.454000</td>
    </tr>
    <tr>
      <th>176</th>
      <td>Tanzania</td>
      <td>TZA</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>3.131000</td>
      <td>3.025000</td>
      <td>3.069000</td>
      <td>2.928000</td>
      <td>2.732000</td>
      <td>2.502000</td>
      <td>...</td>
      <td>2.529000</td>
      <td>2.635000</td>
      <td>2.431000</td>
      <td>2.099000</td>
      <td>1.572000</td>
      <td>1.588000</td>
      <td>1.582000</td>
      <td>1.439000</td>
      <td>1.455000</td>
      <td>1.440000</td>
    </tr>
    <tr>
      <th>177</th>
      <td>Ethiopia</td>
      <td>ETH</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.473000</td>
      <td>2.313000</td>
      <td>2.216000</td>
      <td>2.126000</td>
      <td>1.910000</td>
      <td>1.829000</td>
      <td>...</td>
      <td>1.786000</td>
      <td>1.675000</td>
      <td>1.585000</td>
      <td>1.655000</td>
      <td>1.512000</td>
      <td>1.431000</td>
      <td>1.377000</td>
      <td>1.267000</td>
      <td>1.277000</td>
      <td>1.259000</td>
    </tr>
    <tr>
      <th>178</th>
      <td>Myanmar</td>
      <td>MMR</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>1.097000</td>
      <td>1.080000</td>
      <td>1.122000</td>
      <td>1.080000</td>
      <td>1.002000</td>
      <td>0.933000</td>
      <td>...</td>
      <td>0.840000</td>
      <td>0.825000</td>
      <td>0.788000</td>
      <td>0.738000</td>
      <td>0.693000</td>
      <td>0.670000</td>
      <td>1.000000</td>
      <td>1.234000</td>
      <td>1.233000</td>
      <td>1.225000</td>
    </tr>
    <tr>
      <th>179</th>
      <td>Cambodia</td>
      <td>KHM</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.109000</td>
      <td>1.323000</td>
      <td>1.379000</td>
      <td>1.368000</td>
      <td>1.380000</td>
      <td>1.291000</td>
      <td>...</td>
      <td>1.532000</td>
      <td>1.440000</td>
      <td>1.417000</td>
      <td>1.418000</td>
      <td>1.359000</td>
      <td>1.318000</td>
      <td>1.242000</td>
      <td>1.164000</td>
      <td>1.155000</td>
      <td>1.131000</td>
    </tr>
    <tr>
      <th>180</th>
      <td>Afghanistan</td>
      <td>AFG</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>3.770000</td>
      <td>3.676000</td>
      <td>3.784000</td>
      <td>3.649000</td>
      <td>3.264000</td>
      <td>3.089000</td>
      <td>...</td>
      <td>1.961000</td>
      <td>1.526000</td>
      <td>1.139000</td>
      <td>1.175000</td>
      <td>1.197000</td>
      <td>1.146000</td>
      <td>1.109000</td>
      <td>1.059000</td>
      <td>1.056000</td>
      <td>1.037000</td>
    </tr>
    <tr>
      <th>181</th>
      <td>Kuwait</td>
      <td>KWT</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>0.384000</td>
      <td>0.381000</td>
      <td>0.646000</td>
      <td>0.770000</td>
      <td>1.085000</td>
      <td>0.957000</td>
      <td>...</td>
      <td>1.406000</td>
      <td>1.475000</td>
      <td>1.627000</td>
      <td>1.863000</td>
      <td>1.933000</td>
      <td>1.186000</td>
      <td>0.810000</td>
      <td>0.729000</td>
      <td>0.886000</td>
      <td>0.994000</td>
    </tr>
    <tr>
      <th>182</th>
      <td>Rwanda</td>
      <td>RWA</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>1.023000</td>
      <td>1.043000</td>
      <td>1.126000</td>
      <td>1.169000</td>
      <td>1.153000</td>
      <td>1.122000</td>
      <td>...</td>
      <td>1.098000</td>
      <td>1.104000</td>
      <td>1.082000</td>
      <td>1.096000</td>
      <td>1.089000</td>
      <td>1.028000</td>
      <td>0.981000</td>
      <td>0.924000</td>
      <td>0.946000</td>
      <td>0.968000</td>
    </tr>
    <tr>
      <th>183</th>
      <td>Thailand</td>
      <td>THA</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.436000</td>
      <td>2.691000</td>
      <td>1.976000</td>
      <td>1.623000</td>
      <td>1.620000</td>
      <td>1.470000</td>
      <td>...</td>
      <td>0.621000</td>
      <td>0.646000</td>
      <td>0.622000</td>
      <td>0.500000</td>
      <td>0.585000</td>
      <td>0.589000</td>
      <td>0.666000</td>
      <td>0.604000</td>
      <td>0.639000</td>
      <td>0.667000</td>
    </tr>
    <tr>
      <th>184</th>
      <td>Lao PDR</td>
      <td>LAO</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.111000</td>
      <td>1.939000</td>
      <td>1.894000</td>
      <td>1.709000</td>
      <td>1.538000</td>
      <td>1.345000</td>
      <td>...</td>
      <td>0.756000</td>
      <td>0.742000</td>
      <td>0.730000</td>
      <td>0.756000</td>
      <td>0.736000</td>
      <td>0.725000</td>
      <td>0.695000</td>
      <td>0.651000</td>
      <td>0.660000</td>
      <td>0.622000</td>
    </tr>
    <tr>
      <th>185</th>
      <td>Tonga</td>
      <td>TON</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>2.636000</td>
      <td>2.945000</td>
      <td>3.394000</td>
      <td>3.798000</td>
      <td>2.368000</td>
      <td>1.275000</td>
      <td>...</td>
      <td>0.506000</td>
      <td>0.505000</td>
      <td>0.515000</td>
      <td>0.540000</td>
      <td>0.498000</td>
      <td>0.458000</td>
      <td>0.444000</td>
      <td>0.414000</td>
      <td>0.435000</td>
      <td>0.438000</td>
    </tr>
    <tr>
      <th>186</th>
      <td>Niger</td>
      <td>NER</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>1.858000</td>
      <td>1.848000</td>
      <td>2.326000</td>
      <td>2.794000</td>
      <td>3.247000</td>
      <td>3.410000</td>
      <td>...</td>
      <td>0.546000</td>
      <td>0.395000</td>
      <td>0.414000</td>
      <td>0.411000</td>
      <td>0.407000</td>
      <td>0.379000</td>
      <td>0.399000</td>
      <td>0.377000</td>
      <td>0.362000</td>
      <td>0.342000</td>
    </tr>
    <tr>
      <th>187</th>
      <td>Bahrain</td>
      <td>BHR</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>0.331000</td>
      <td>0.338000</td>
      <td>0.393000</td>
      <td>0.367000</td>
      <td>0.318000</td>
      <td>0.279000</td>
      <td>...</td>
      <td>0.443000</td>
      <td>0.437000</td>
      <td>0.472000</td>
      <td>0.446000</td>
      <td>0.389000</td>
      <td>0.363000</td>
      <td>0.336000</td>
      <td>0.295000</td>
      <td>0.296000</td>
      <td>0.286000</td>
    </tr>
    <tr>
      <th>188</th>
      <td>Qatar</td>
      <td>QAT</td>
      <td>Unemployment, male (% of male labor force) (mo...</td>
      <td>SL.UEM.TOTL.MA.ZS</td>
      <td>1.096000</td>
      <td>1.036000</td>
      <td>1.078000</td>
      <td>1.087000</td>
      <td>1.017000</td>
      <td>0.763000</td>
      <td>...</td>
      <td>0.140000</td>
      <td>0.170000</td>
      <td>0.139000</td>
      <td>0.088000</td>
      <td>0.064000</td>
      <td>0.058000</td>
      <td>0.056000</td>
      <td>0.061000</td>
      <td>0.061000</td>
      <td>0.063000</td>
    </tr>
  </tbody>
</table>
<p>189 rows × 24 columns</p>
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<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># 清除三列数据</span>
<span class="n">data2</span><span class="o">=</span> <span class="n">data2</span><span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s1">&#39;Country Code&#39;</span><span class="p">,</span><span class="s1">&#39;Indicator Name&#39;</span><span class="p">,</span><span class="s1">&#39;Indicator Code&#39;</span><span class="p">],</span><span class="mi">1</span><span class="p">)</span> 
<span class="n">data2</span>
</pre></div>

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<div class="prompt output_prompt">Out[6]:</div>



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<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>Country Name</th>
      <th>2000</th>
      <th>2001</th>
      <th>2002</th>
      <th>2003</th>
      <th>2004</th>
      <th>2005</th>
      <th>2006</th>
      <th>2007</th>
      <th>2008</th>
      <th>...</th>
      <th>2010</th>
      <th>2011</th>
      <th>2012</th>
      <th>2013</th>
      <th>2014</th>
      <th>2015</th>
      <th>2016</th>
      <th>2017</th>
      <th>2018</th>
      <th>2019</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>South Africa</td>
      <td>25.577000</td>
      <td>26.339001</td>
      <td>27.219999</td>
      <td>27.004000</td>
      <td>24.336000</td>
      <td>23.541000</td>
      <td>22.554001</td>
      <td>21.510000</td>
      <td>19.745001</td>
      <td>...</td>
      <td>22.865000</td>
      <td>22.584999</td>
      <td>22.860001</td>
      <td>22.966999</td>
      <td>23.156000</td>
      <td>23.209000</td>
      <td>24.551001</td>
      <td>25.535999</td>
      <td>25.047001</td>
      <td>25.333000</td>
    </tr>
    <tr>
      <th>1</th>
      <td>North Macedonia</td>
      <td>30.499001</td>
      <td>29.541000</td>
      <td>31.705000</td>
      <td>36.959999</td>
      <td>36.736000</td>
      <td>36.481998</td>
      <td>35.272999</td>
      <td>34.535000</td>
      <td>33.508999</td>
      <td>...</td>
      <td>31.881001</td>
      <td>31.760000</td>
      <td>31.458000</td>
      <td>28.980000</td>
      <td>27.645000</td>
      <td>26.723000</td>
      <td>24.356001</td>
      <td>22.738001</td>
      <td>22.371000</td>
      <td>22.257000</td>
    </tr>
    <tr>
      <th>2</th>
      <td>Namibia</td>
      <td>19.172001</td>
      <td>18.982000</td>
      <td>19.433001</td>
      <td>19.506001</td>
      <td>19.444000</td>
      <td>19.358999</td>
      <td>18.829000</td>
      <td>18.444000</td>
      <td>18.042000</td>
      <td>...</td>
      <td>20.313000</td>
      <td>17.594999</td>
      <td>14.669000</td>
      <td>17.365000</td>
      <td>16.711000</td>
      <td>19.017000</td>
      <td>21.811001</td>
      <td>21.804001</td>
      <td>21.591999</td>
      <td>21.608000</td>
    </tr>
    <tr>
      <th>3</th>
      <td>Eswatini</td>
      <td>22.757999</td>
      <td>23.357000</td>
      <td>24.351000</td>
      <td>25.049999</td>
      <td>25.423000</td>
      <td>25.929001</td>
      <td>25.929001</td>
      <td>25.987000</td>
      <td>25.216999</td>
      <td>...</td>
      <td>25.224001</td>
      <td>24.775999</td>
      <td>24.129999</td>
      <td>23.478001</td>
      <td>22.635000</td>
      <td>22.023001</td>
      <td>21.315001</td>
      <td>20.975000</td>
      <td>21.163000</td>
      <td>21.587999</td>
    </tr>
    <tr>
      <th>4</th>
      <td>St. Vincent and the Grenadines</td>
      <td>22.365000</td>
      <td>22.638000</td>
      <td>22.238001</td>
      <td>21.792999</td>
      <td>21.714001</td>
      <td>21.562000</td>
      <td>20.558001</td>
      <td>20.087000</td>
      <td>20.298000</td>
      <td>...</td>
      <td>21.659000</td>
      <td>21.433001</td>
      <td>21.264000</td>
      <td>21.167000</td>
      <td>21.216999</td>
      <td>21.865999</td>
      <td>21.714001</td>
      <td>21.351999</td>
      <td>21.393000</td>
      <td>21.316999</td>
    </tr>
    <tr>
      <th>5</th>
      <td>Lesotho</td>
      <td>28.558001</td>
      <td>28.059999</td>
      <td>28.202000</td>
      <td>27.693001</td>
      <td>26.955999</td>
      <td>26.311001</td>
      <td>24.891001</td>
      <td>23.521000</td>
      <td>22.482000</td>
      <td>...</td>
      <td>22.677999</td>
      <td>21.979000</td>
      <td>21.143999</td>
      <td>20.912001</td>
      <td>20.903000</td>
      <td>21.021999</td>
      <td>21.037001</td>
      <td>20.587000</td>
      <td>20.664000</td>
      <td>20.641001</td>
    </tr>
    <tr>
      <th>6</th>
      <td>St. Lucia</td>
      <td>12.930000</td>
      <td>15.135000</td>
      <td>17.507999</td>
      <td>17.351000</td>
      <td>17.598000</td>
      <td>15.138000</td>
      <td>12.433000</td>
      <td>10.123000</td>
      <td>11.042000</td>
      <td>...</td>
      <td>16.202000</td>
      <td>17.676001</td>
      <td>17.194000</td>
      <td>20.723000</td>
      <td>20.989000</td>
      <td>21.313000</td>
      <td>19.399000</td>
      <td>18.839001</td>
      <td>18.639999</td>
      <td>17.944000</td>
    </tr>
    <tr>
      <th>7</th>
      <td>Armenia</td>
      <td>8.246000</td>
      <td>8.857000</td>
      <td>9.339000</td>
      <td>9.514000</td>
      <td>10.045000</td>
      <td>10.074000</td>
      <td>9.946000</td>
      <td>9.851000</td>
      <td>16.160999</td>
      <td>...</td>
      <td>17.090000</td>
      <td>17.365999</td>
      <td>16.516001</td>
      <td>14.418000</td>
      <td>15.753000</td>
      <td>17.389000</td>
      <td>17.731001</td>
      <td>18.145000</td>
      <td>17.552999</td>
      <td>17.232000</td>
    </tr>
    <tr>
      <th>8</th>
      <td>Montenegro</td>
      <td>26.523001</td>
      <td>26.121000</td>
      <td>26.799999</td>
      <td>26.995001</td>
      <td>26.622000</td>
      <td>26.231001</td>
      <td>22.247999</td>
      <td>18.167999</td>
      <td>16.219000</td>
      <td>...</td>
      <td>18.789000</td>
      <td>19.301001</td>
      <td>19.756001</td>
      <td>20.039000</td>
      <td>17.815001</td>
      <td>17.738001</td>
      <td>18.233999</td>
      <td>15.381000</td>
      <td>15.153000</td>
      <td>15.583000</td>
    </tr>
    <tr>
      <th>9</th>
      <td>Georgia</td>
      <td>11.097000</td>
      <td>11.621000</td>
      <td>13.987000</td>
      <td>11.482000</td>
      <td>13.382000</td>
      <td>14.814000</td>
      <td>15.239000</td>
      <td>13.899000</td>
      <td>18.108999</td>
      <td>...</td>
      <td>19.091999</td>
      <td>19.097000</td>
      <td>18.139000</td>
      <td>18.944000</td>
      <td>16.559000</td>
      <td>15.541000</td>
      <td>16.593000</td>
      <td>14.963000</td>
      <td>15.308000</td>
      <td>15.504000</td>
    </tr>
    <tr>
      <th>10</th>
      <td>Botswana</td>
      <td>14.804000</td>
      <td>15.732000</td>
      <td>18.618000</td>
      <td>21.625999</td>
      <td>19.639999</td>
      <td>17.875000</td>
      <td>15.828000</td>
      <td>14.176000</td>
      <td>13.106000</td>
      <td>...</td>
      <td>14.730000</td>
      <td>14.428000</td>
      <td>14.587000</td>
      <td>14.802000</td>
      <td>14.794000</td>
      <td>14.744000</td>
      <td>14.715000</td>
      <td>14.372000</td>
      <td>14.795000</td>
      <td>15.034000</td>
    </tr>
    <tr>
      <th>11</th>
      <td>Libya</td>
      <td>18.702999</td>
      <td>16.739000</td>
      <td>16.252001</td>
      <td>16.408001</td>
      <td>16.583000</td>
      <td>16.334000</td>
      <td>16.017000</td>
      <td>15.314000</td>
      <td>14.476000</td>
      <td>...</td>
      <td>15.500000</td>
      <td>17.332001</td>
      <td>16.849001</td>
      <td>16.054001</td>
      <td>14.874000</td>
      <td>13.810000</td>
      <td>13.938000</td>
      <td>14.755000</td>
      <td>14.912000</td>
      <td>14.955000</td>
    </tr>
    <tr>
      <th>12</th>
      <td>Albania</td>
      <td>17.441000</td>
      <td>17.098000</td>
      <td>17.204000</td>
      <td>17.202000</td>
      <td>16.962999</td>
      <td>16.549000</td>
      <td>16.073999</td>
      <td>15.649000</td>
      <td>12.549000</td>
      <td>...</td>
      <td>12.763000</td>
      <td>13.273000</td>
      <td>14.787000</td>
      <td>17.652000</td>
      <td>19.108999</td>
      <td>17.066999</td>
      <td>15.693000</td>
      <td>14.601000</td>
      <td>14.452000</td>
      <td>14.409000</td>
    </tr>
    <tr>
      <th>13</th>
      <td>Greece</td>
      <td>7.500000</td>
      <td>6.965000</td>
      <td>6.475000</td>
      <td>6.067000</td>
      <td>6.453000</td>
      <td>6.254000</td>
      <td>5.714000</td>
      <td>5.261000</td>
      <td>5.144000</td>
      <td>...</td>
      <td>10.061000</td>
      <td>15.154000</td>
      <td>21.580000</td>
      <td>24.516001</td>
      <td>23.642000</td>
      <td>21.764999</td>
      <td>19.907000</td>
      <td>17.865000</td>
      <td>15.527000</td>
      <td>14.152000</td>
    </tr>
    <tr>
      <th>14</th>
      <td>Gabon</td>
      <td>15.961000</td>
      <td>15.072000</td>
      <td>14.608000</td>
      <td>14.252000</td>
      <td>13.606000</td>
      <td>12.882000</td>
      <td>12.850000</td>
      <td>12.804000</td>
      <td>13.001000</td>
      <td>...</td>
      <td>14.718000</td>
      <td>14.555000</td>
      <td>14.362000</td>
      <td>14.292000</td>
      <td>14.125000</td>
      <td>14.198000</td>
      <td>13.972000</td>
      <td>13.844000</td>
      <td>13.850000</td>
      <td>13.828000</td>
    </tr>
    <tr>
      <th>15</th>
      <td>Somalia</td>
      <td>14.888000</td>
      <td>14.807000</td>
      <td>14.955000</td>
      <td>14.832000</td>
      <td>14.718000</td>
      <td>14.505000</td>
      <td>14.059000</td>
      <td>13.486000</td>
      <td>13.366000</td>
      <td>...</td>
      <td>14.186000</td>
      <td>14.237000</td>
      <td>14.165000</td>
      <td>14.228000</td>
      <td>14.061000</td>
      <td>14.016000</td>
      <td>13.873000</td>
      <td>13.534000</td>
      <td>13.580000</td>
      <td>13.583000</td>
    </tr>
    <tr>
      <th>16</th>
      <td>Jordan</td>
      <td>12.428000</td>
      <td>13.741000</td>
      <td>14.113000</td>
      <td>13.461000</td>
      <td>13.245000</td>
      <td>12.901000</td>
      <td>12.026000</td>
      <td>10.400000</td>
      <td>10.216000</td>
      <td>...</td>
      <td>10.468000</td>
      <td>11.044000</td>
      <td>10.471000</td>
      <td>10.587000</td>
      <td>10.059000</td>
      <td>11.035000</td>
      <td>13.369000</td>
      <td>12.987000</td>
      <td>13.310000</td>
      <td>13.210000</td>
    </tr>
    <tr>
      <th>17</th>
      <td>Tunisia</td>
      <td>14.557000</td>
      <td>14.013000</td>
      <td>14.149000</td>
      <td>13.930000</td>
      <td>13.479000</td>
      <td>12.062000</td>
      <td>11.544000</td>
      <td>11.339000</td>
      <td>11.151000</td>
      <td>...</td>
      <td>10.899000</td>
      <td>15.058000</td>
      <td>14.659000</td>
      <td>13.281000</td>
      <td>12.670000</td>
      <td>12.568000</td>
      <td>12.623000</td>
      <td>12.579000</td>
      <td>12.916000</td>
      <td>13.079000</td>
    </tr>
    <tr>
      <th>18</th>
      <td>Puerto Rico</td>
      <td>11.832000</td>
      <td>12.888000</td>
      <td>13.061000</td>
      <td>12.564000</td>
      <td>11.477000</td>
      <td>12.233000</td>
      <td>11.347000</td>
      <td>11.953000</td>
      <td>12.811000</td>
      <td>...</td>
      <td>18.677999</td>
      <td>17.938999</td>
      <td>16.275000</td>
      <td>16.104000</td>
      <td>15.748000</td>
      <td>13.716000</td>
      <td>13.517000</td>
      <td>12.514000</td>
      <td>13.336000</td>
      <td>12.995000</td>
    </tr>
    <tr>
      <th>19</th>
      <td>Spain</td>
      <td>9.498000</td>
      <td>7.357000</td>
      <td>7.870000</td>
      <td>8.283000</td>
      <td>8.336000</td>
      <td>7.136000</td>
      <td>6.354000</td>
      <td>6.414000</td>
      <td>10.058000</td>
      <td>...</td>
      <td>19.568001</td>
      <td>21.046000</td>
      <td>24.580999</td>
      <td>25.604000</td>
      <td>23.601999</td>
      <td>20.780001</td>
      <td>18.125999</td>
      <td>15.666000</td>
      <td>13.638000</td>
      <td>12.632000</td>
    </tr>
    <tr>
      <th>20</th>
      <td>Serbia</td>
      <td>10.887000</td>
      <td>11.122000</td>
      <td>12.346000</td>
      <td>14.345000</td>
      <td>15.140000</td>
      <td>16.796000</td>
      <td>17.941000</td>
      <td>15.776000</td>
      <td>11.931000</td>
      <td>...</td>
      <td>18.445999</td>
      <td>22.415001</td>
      <td>23.261000</td>
      <td>20.861000</td>
      <td>18.330999</td>
      <td>17.073999</td>
      <td>14.591000</td>
      <td>12.839000</td>
      <td>12.685000</td>
      <td>12.530000</td>
    </tr>
    <tr>
      <th>21</th>
      <td>New Caledonia</td>
      <td>14.544000</td>
      <td>14.226000</td>
      <td>14.276000</td>
      <td>13.999000</td>
      <td>13.520000</td>
      <td>12.785000</td>
      <td>12.014000</td>
      <td>11.219000</td>
      <td>11.010000</td>
      <td>...</td>
      <td>12.575000</td>
      <td>12.451000</td>
      <td>13.064000</td>
      <td>13.619000</td>
      <td>13.742000</td>
      <td>13.425000</td>
      <td>13.179000</td>
      <td>12.872000</td>
      <td>12.621000</td>
      <td>12.379000</td>
    </tr>
    <tr>
      <th>22</th>
      <td>Yemen, Rep.</td>
      <td>12.185000</td>
      <td>12.117000</td>
      <td>12.257000</td>
      <td>12.041000</td>
      <td>11.808000</td>
      <td>11.563000</td>
      <td>11.233000</td>
      <td>10.847000</td>
      <td>10.727000</td>
      <td>...</td>
      <td>11.930000</td>
      <td>12.084000</td>
      <td>12.224000</td>
      <td>12.376000</td>
      <td>12.336000</td>
      <td>12.921000</td>
      <td>12.500000</td>
      <td>12.177000</td>
      <td>12.048000</td>
      <td>11.993000</td>
    </tr>
    <tr>
      <th>23</th>
      <td>Cabo Verde</td>
      <td>11.319000</td>
      <td>11.361000</td>
      <td>11.385000</td>
      <td>11.463000</td>
      <td>10.990000</td>
      <td>10.882000</td>
      <td>10.539000</td>
      <td>9.578000</td>
      <td>9.478000</td>
      <td>...</td>
      <td>10.402000</td>
      <td>10.606000</td>
      <td>11.277000</td>
      <td>11.848000</td>
      <td>11.704000</td>
      <td>11.800000</td>
      <td>11.928000</td>
      <td>11.795000</td>
      <td>11.812000</td>
      <td>11.835000</td>
    </tr>
    <tr>
      <th>24</th>
      <td>Tajikistan</td>
      <td>15.329000</td>
      <td>14.954000</td>
      <td>14.832000</td>
      <td>14.539000</td>
      <td>14.055000</td>
      <td>13.630000</td>
      <td>12.466000</td>
      <td>11.586000</td>
      <td>11.453000</td>
      <td>...</td>
      <td>12.243000</td>
      <td>12.146000</td>
      <td>12.279000</td>
      <td>12.404000</td>
      <td>12.224000</td>
      <td>11.910000</td>
      <td>11.525000</td>
      <td>11.264000</td>
      <td>11.479000</td>
      <td>11.665000</td>
    </tr>
    <tr>
      <th>25</th>
      <td>South Sudan</td>
      <td>12.449000</td>
      <td>12.380000</td>
      <td>12.509000</td>
      <td>12.439000</td>
      <td>12.279000</td>
      <td>12.089000</td>
      <td>11.680000</td>
      <td>11.297000</td>
      <td>11.153000</td>
      <td>...</td>
      <td>12.012000</td>
      <td>11.861000</td>
      <td>11.520000</td>
      <td>11.557000</td>
      <td>11.140000</td>
      <td>11.573000</td>
      <td>11.285000</td>
      <td>11.446000</td>
      <td>11.488000</td>
      <td>11.505000</td>
    </tr>
    <tr>
      <th>26</th>
      <td>French Polynesia</td>
      <td>10.448000</td>
      <td>10.388000</td>
      <td>10.608000</td>
      <td>10.902000</td>
      <td>11.032000</td>
      <td>11.114000</td>
      <td>11.093000</td>
      <td>11.001000</td>
      <td>11.163000</td>
      <td>...</td>
      <td>12.974000</td>
      <td>12.503000</td>
      <td>12.729000</td>
      <td>12.876000</td>
      <td>12.564000</td>
      <td>12.218000</td>
      <td>11.938000</td>
      <td>11.596000</td>
      <td>11.426000</td>
      <td>11.332000</td>
    </tr>
    <tr>
      <th>27</th>
      <td>Haiti</td>
      <td>7.233000</td>
      <td>8.329000</td>
      <td>9.626000</td>
      <td>10.577000</td>
      <td>11.879000</td>
      <td>13.055000</td>
      <td>13.898000</td>
      <td>14.777000</td>
      <td>13.818000</td>
      <td>...</td>
      <td>13.189000</td>
      <td>12.247000</td>
      <td>11.379000</td>
      <td>11.382000</td>
      <td>11.187000</td>
      <td>11.000000</td>
      <td>10.960000</td>
      <td>10.789000</td>
      <td>10.951000</td>
      <td>10.970000</td>
    </tr>
    <tr>
      <th>28</th>
      <td>Brazil</td>
      <td>7.948000</td>
      <td>7.816000</td>
      <td>7.614000</td>
      <td>8.085000</td>
      <td>7.018000</td>
      <td>7.375000</td>
      <td>6.614000</td>
      <td>6.248000</td>
      <td>5.418000</td>
      <td>...</td>
      <td>5.737000</td>
      <td>5.089000</td>
      <td>5.818000</td>
      <td>5.668000</td>
      <td>5.599000</td>
      <td>7.220000</td>
      <td>10.212000</td>
      <td>11.371000</td>
      <td>11.106000</td>
      <td>10.525000</td>
    </tr>
    <tr>
      <th>29</th>
      <td>Turkey</td>
      <td>6.580000</td>
      <td>8.737000</td>
      <td>10.729000</td>
      <td>10.717000</td>
      <td>10.784000</td>
      <td>10.444000</td>
      <td>8.583000</td>
      <td>8.769000</td>
      <td>9.610000</td>
      <td>...</td>
      <td>10.362000</td>
      <td>8.257000</td>
      <td>7.616000</td>
      <td>7.915000</td>
      <td>9.011000</td>
      <td>9.155000</td>
      <td>9.525000</td>
      <td>9.340000</td>
      <td>9.574000</td>
      <td>10.454000</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>159</th>
      <td>India</td>
      <td>2.845000</td>
      <td>2.934000</td>
      <td>3.040000</td>
      <td>3.044000</td>
      <td>2.826000</td>
      <td>2.712000</td>
      <td>2.387000</td>
      <td>2.088000</td>
      <td>2.036000</td>
      <td>...</td>
      <td>2.180000</td>
      <td>2.243000</td>
      <td>2.413000</td>
      <td>2.540000</td>
      <td>2.468000</td>
      <td>2.471000</td>
      <td>2.426000</td>
      <td>2.272000</td>
      <td>2.266000</td>
      <td>2.265000</td>
    </tr>
    <tr>
      <th>160</th>
      <td>Cuba</td>
      <td>3.875000</td>
      <td>3.154000</td>
      <td>2.577000</td>
      <td>1.727000</td>
      <td>1.658000</td>
      <td>1.801000</td>
      <td>1.732000</td>
      <td>1.737000</td>
      <td>1.348000</td>
      <td>...</td>
      <td>2.370000</td>
      <td>2.974000</td>
      <td>3.365000</td>
      <td>3.131000</td>
      <td>2.431000</td>
      <td>2.287000</td>
      <td>2.248000</td>
      <td>2.141000</td>
      <td>2.102000</td>
      <td>2.068000</td>
    </tr>
    <tr>
      <th>161</th>
      <td>Burundi</td>
      <td>2.627000</td>
      <td>2.579000</td>
      <td>2.641000</td>
      <td>2.584000</td>
      <td>2.558000</td>
      <td>2.468000</td>
      <td>2.318000</td>
      <td>2.163000</td>
      <td>2.164000</td>
      <td>...</td>
      <td>2.301000</td>
      <td>2.261000</td>
      <td>2.196000</td>
      <td>2.142000</td>
      <td>2.026000</td>
      <td>2.073000</td>
      <td>2.035000</td>
      <td>1.987000</td>
      <td>2.028000</td>
      <td>2.058000</td>
    </tr>
    <tr>
      <th>162</th>
      <td>Cote d'Ivoire</td>
      <td>4.667000</td>
      <td>4.948000</td>
      <td>5.398000</td>
      <td>5.483000</td>
      <td>5.638000</td>
      <td>5.648000</td>
      <td>5.675000</td>
      <td>5.528000</td>
      <td>5.558000</td>
      <td>...</td>
      <td>6.705000</td>
      <td>7.362000</td>
      <td>7.145000</td>
      <td>3.623000</td>
      <td>3.064000</td>
      <td>2.549000</td>
      <td>2.074000</td>
      <td>1.979000</td>
      <td>2.029000</td>
      <td>2.029000</td>
    </tr>
    <tr>
      <th>163</th>
      <td>Czech Republic</td>
      <td>7.336000</td>
      <td>6.693000</td>
      <td>5.795000</td>
      <td>5.855000</td>
      <td>7.059000</td>
      <td>6.453000</td>
      <td>5.811000</td>
      <td>4.221000</td>
      <td>3.459000</td>
      <td>...</td>
      <td>6.382000</td>
      <td>5.799000</td>
      <td>6.024000</td>
      <td>5.903000</td>
      <td>5.099000</td>
      <td>4.232000</td>
      <td>3.378000</td>
      <td>2.336000</td>
      <td>1.967000</td>
      <td>2.018000</td>
    </tr>
    <tr>
      <th>164</th>
      <td>Liberia</td>
      <td>2.777000</td>
      <td>2.614000</td>
      <td>2.622000</td>
      <td>2.570000</td>
      <td>2.485000</td>
      <td>2.405000</td>
      <td>2.231000</td>
      <td>2.042000</td>
      <td>1.986000</td>
      <td>...</td>
      <td>2.245000</td>
      <td>2.252000</td>
      <td>2.234000</td>
      <td>2.257000</td>
      <td>2.179000</td>
      <td>2.160000</td>
      <td>2.133000</td>
      <td>2.012000</td>
      <td>2.019000</td>
      <td>2.016000</td>
    </tr>
    <tr>
      <th>165</th>
      <td>Vietnam</td>
      <td>2.372000</td>
      <td>2.277000</td>
      <td>1.921000</td>
      <td>1.885000</td>
      <td>1.859000</td>
      <td>2.056000</td>
      <td>2.148000</td>
      <td>2.114000</td>
      <td>2.531000</td>
      <td>...</td>
      <td>1.148000</td>
      <td>1.088000</td>
      <td>1.115000</td>
      <td>1.408000</td>
      <td>1.396000</td>
      <td>1.994000</td>
      <td>1.992000</td>
      <td>2.049000</td>
      <td>2.020000</td>
      <td>1.994000</td>
    </tr>
    <tr>
      <th>166</th>
      <td>Togo</td>
      <td>2.423000</td>
      <td>2.394000</td>
      <td>2.418000</td>
      <td>2.400000</td>
      <td>2.303000</td>
      <td>2.303000</td>
      <td>2.180000</td>
      <td>2.016000</td>
      <td>1.975000</td>
      <td>...</td>
      <td>2.262000</td>
      <td>2.161000</td>
      <td>2.213000</td>
      <td>2.085000</td>
      <td>2.070000</td>
      <td>1.947000</td>
      <td>1.915000</td>
      <td>1.967000</td>
      <td>1.972000</td>
      <td>1.974000</td>
    </tr>
    <tr>
      <th>167</th>
      <td>Solomon Islands</td>
      <td>2.823000</td>
      <td>2.839000</td>
      <td>2.915000</td>
      <td>2.763000</td>
      <td>2.688000</td>
      <td>2.495000</td>
      <td>2.241000</td>
      <td>2.025000</td>
      <td>1.942000</td>
      <td>...</td>
      <td>1.872000</td>
      <td>2.006000</td>
      <td>2.236000</td>
      <td>2.216000</td>
      <td>2.293000</td>
      <td>2.200000</td>
      <td>2.106000</td>
      <td>1.930000</td>
      <td>1.961000</td>
      <td>1.966000</td>
    </tr>
    <tr>
      <th>168</th>
      <td>Benin</td>
      <td>1.094000</td>
      <td>0.946000</td>
      <td>0.924000</td>
      <td>0.937000</td>
      <td>0.947000</td>
      <td>0.975000</td>
      <td>0.906000</td>
      <td>0.817000</td>
      <td>0.858000</td>
      <td>...</td>
      <td>0.935000</td>
      <td>2.429000</td>
      <td>2.518000</td>
      <td>2.432000</td>
      <td>2.340000</td>
      <td>2.296000</td>
      <td>2.239000</td>
      <td>2.028000</td>
      <td>2.021000</td>
      <td>1.952000</td>
    </tr>
    <tr>
      <th>169</th>
      <td>Chad</td>
      <td>1.579000</td>
      <td>1.357000</td>
      <td>1.079000</td>
      <td>1.223000</td>
      <td>1.695000</td>
      <td>1.741000</td>
      <td>1.539000</td>
      <td>1.420000</td>
      <td>1.417000</td>
      <td>...</td>
      <td>1.610000</td>
      <td>1.759000</td>
      <td>1.703000</td>
      <td>1.995000</td>
      <td>1.877000</td>
      <td>1.959000</td>
      <td>2.175000</td>
      <td>1.915000</td>
      <td>1.911000</td>
      <td>1.923000</td>
    </tr>
    <tr>
      <th>170</th>
      <td>United Arab Emirates</td>
      <td>2.186000</td>
      <td>2.271000</td>
      <td>2.464000</td>
      <td>2.567000</td>
      <td>2.580000</td>
      <td>2.555000</td>
      <td>2.232000</td>
      <td>1.953000</td>
      <td>1.867000</td>
      <td>...</td>
      <td>2.225000</td>
      <td>2.017000</td>
      <td>1.912000</td>
      <td>1.796000</td>
      <td>1.576000</td>
      <td>1.368000</td>
      <td>1.175000</td>
      <td>1.572000</td>
      <td>1.706000</td>
      <td>1.720000</td>
    </tr>
    <tr>
      <th>171</th>
      <td>Bhutan</td>
      <td>1.279000</td>
      <td>1.173000</td>
      <td>1.190000</td>
      <td>1.200000</td>
      <td>1.875000</td>
      <td>2.927000</td>
      <td>2.625000</td>
      <td>2.926000</td>
      <td>2.472000</td>
      <td>...</td>
      <td>2.766000</td>
      <td>2.003000</td>
      <td>1.915000</td>
      <td>2.250000</td>
      <td>1.986000</td>
      <td>1.908000</td>
      <td>1.783000</td>
      <td>1.629000</td>
      <td>1.646000</td>
      <td>1.708000</td>
    </tr>
    <tr>
      <th>172</th>
      <td>Oman</td>
      <td>4.126000</td>
      <td>3.989000</td>
      <td>4.117000</td>
      <td>4.214000</td>
      <td>4.132000</td>
      <td>3.915000</td>
      <td>3.627000</td>
      <td>3.377000</td>
      <td>3.360000</td>
      <td>...</td>
      <td>3.581000</td>
      <td>3.305000</td>
      <td>3.052000</td>
      <td>2.714000</td>
      <td>2.408000</td>
      <td>2.053000</td>
      <td>1.741000</td>
      <td>1.711000</td>
      <td>1.680000</td>
      <td>1.629000</td>
    </tr>
    <tr>
      <th>173</th>
      <td>Madagascar</td>
      <td>5.727000</td>
      <td>5.301000</td>
      <td>4.426000</td>
      <td>3.425000</td>
      <td>2.286000</td>
      <td>1.587000</td>
      <td>1.728000</td>
      <td>1.740000</td>
      <td>1.814000</td>
      <td>...</td>
      <td>3.259000</td>
      <td>1.796000</td>
      <td>0.571000</td>
      <td>0.904000</td>
      <td>1.289000</td>
      <td>1.756000</td>
      <td>1.698000</td>
      <td>1.612000</td>
      <td>1.537000</td>
      <td>1.496000</td>
    </tr>
    <tr>
      <th>174</th>
      <td>Uganda</td>
      <td>2.463000</td>
      <td>2.576000</td>
      <td>2.713000</td>
      <td>2.742000</td>
      <td>2.197000</td>
      <td>1.710000</td>
      <td>1.909000</td>
      <td>1.961000</td>
      <td>2.303000</td>
      <td>...</td>
      <td>3.095000</td>
      <td>2.956000</td>
      <td>2.876000</td>
      <td>1.392000</td>
      <td>1.392000</td>
      <td>1.381000</td>
      <td>1.333000</td>
      <td>1.249000</td>
      <td>1.378000</td>
      <td>1.464000</td>
    </tr>
    <tr>
      <th>175</th>
      <td>Nepal</td>
      <td>2.004000</td>
      <td>2.095000</td>
      <td>2.111000</td>
      <td>2.104000</td>
      <td>2.042000</td>
      <td>1.948000</td>
      <td>1.799000</td>
      <td>1.632000</td>
      <td>1.589000</td>
      <td>...</td>
      <td>1.746000</td>
      <td>1.754000</td>
      <td>1.830000</td>
      <td>1.788000</td>
      <td>1.667000</td>
      <td>1.661000</td>
      <td>1.677000</td>
      <td>1.430000</td>
      <td>1.461000</td>
      <td>1.454000</td>
    </tr>
    <tr>
      <th>176</th>
      <td>Tanzania</td>
      <td>3.131000</td>
      <td>3.025000</td>
      <td>3.069000</td>
      <td>2.928000</td>
      <td>2.732000</td>
      <td>2.502000</td>
      <td>2.122000</td>
      <td>1.881000</td>
      <td>1.861000</td>
      <td>...</td>
      <td>2.529000</td>
      <td>2.635000</td>
      <td>2.431000</td>
      <td>2.099000</td>
      <td>1.572000</td>
      <td>1.588000</td>
      <td>1.582000</td>
      <td>1.439000</td>
      <td>1.455000</td>
      <td>1.440000</td>
    </tr>
    <tr>
      <th>177</th>
      <td>Ethiopia</td>
      <td>2.473000</td>
      <td>2.313000</td>
      <td>2.216000</td>
      <td>2.126000</td>
      <td>1.910000</td>
      <td>1.829000</td>
      <td>1.675000</td>
      <td>1.613000</td>
      <td>1.583000</td>
      <td>...</td>
      <td>1.786000</td>
      <td>1.675000</td>
      <td>1.585000</td>
      <td>1.655000</td>
      <td>1.512000</td>
      <td>1.431000</td>
      <td>1.377000</td>
      <td>1.267000</td>
      <td>1.277000</td>
      <td>1.259000</td>
    </tr>
    <tr>
      <th>178</th>
      <td>Myanmar</td>
      <td>1.097000</td>
      <td>1.080000</td>
      <td>1.122000</td>
      <td>1.080000</td>
      <td>1.002000</td>
      <td>0.933000</td>
      <td>0.818000</td>
      <td>0.717000</td>
      <td>0.709000</td>
      <td>...</td>
      <td>0.840000</td>
      <td>0.825000</td>
      <td>0.788000</td>
      <td>0.738000</td>
      <td>0.693000</td>
      <td>0.670000</td>
      <td>1.000000</td>
      <td>1.234000</td>
      <td>1.233000</td>
      <td>1.225000</td>
    </tr>
    <tr>
      <th>179</th>
      <td>Cambodia</td>
      <td>2.109000</td>
      <td>1.323000</td>
      <td>1.379000</td>
      <td>1.368000</td>
      <td>1.380000</td>
      <td>1.291000</td>
      <td>1.145000</td>
      <td>1.093000</td>
      <td>1.144000</td>
      <td>...</td>
      <td>1.532000</td>
      <td>1.440000</td>
      <td>1.417000</td>
      <td>1.418000</td>
      <td>1.359000</td>
      <td>1.318000</td>
      <td>1.242000</td>
      <td>1.164000</td>
      <td>1.155000</td>
      <td>1.131000</td>
    </tr>
    <tr>
      <th>180</th>
      <td>Afghanistan</td>
      <td>3.770000</td>
      <td>3.676000</td>
      <td>3.784000</td>
      <td>3.649000</td>
      <td>3.264000</td>
      <td>3.089000</td>
      <td>3.005000</td>
      <td>2.139000</td>
      <td>2.646000</td>
      <td>...</td>
      <td>1.961000</td>
      <td>1.526000</td>
      <td>1.139000</td>
      <td>1.175000</td>
      <td>1.197000</td>
      <td>1.146000</td>
      <td>1.109000</td>
      <td>1.059000</td>
      <td>1.056000</td>
      <td>1.037000</td>
    </tr>
    <tr>
      <th>181</th>
      <td>Kuwait</td>
      <td>0.384000</td>
      <td>0.381000</td>
      <td>0.646000</td>
      <td>0.770000</td>
      <td>1.085000</td>
      <td>0.957000</td>
      <td>0.757000</td>
      <td>0.946000</td>
      <td>1.041000</td>
      <td>...</td>
      <td>1.406000</td>
      <td>1.475000</td>
      <td>1.627000</td>
      <td>1.863000</td>
      <td>1.933000</td>
      <td>1.186000</td>
      <td>0.810000</td>
      <td>0.729000</td>
      <td>0.886000</td>
      <td>0.994000</td>
    </tr>
    <tr>
      <th>182</th>
      <td>Rwanda</td>
      <td>1.023000</td>
      <td>1.043000</td>
      <td>1.126000</td>
      <td>1.169000</td>
      <td>1.153000</td>
      <td>1.122000</td>
      <td>1.014000</td>
      <td>0.882000</td>
      <td>0.795000</td>
      <td>...</td>
      <td>1.098000</td>
      <td>1.104000</td>
      <td>1.082000</td>
      <td>1.096000</td>
      <td>1.089000</td>
      <td>1.028000</td>
      <td>0.981000</td>
      <td>0.924000</td>
      <td>0.946000</td>
      <td>0.968000</td>
    </tr>
    <tr>
      <th>183</th>
      <td>Thailand</td>
      <td>2.436000</td>
      <td>2.691000</td>
      <td>1.976000</td>
      <td>1.623000</td>
      <td>1.620000</td>
      <td>1.470000</td>
      <td>1.302000</td>
      <td>1.277000</td>
      <td>1.299000</td>
      <td>...</td>
      <td>0.621000</td>
      <td>0.646000</td>
      <td>0.622000</td>
      <td>0.500000</td>
      <td>0.585000</td>
      <td>0.589000</td>
      <td>0.666000</td>
      <td>0.604000</td>
      <td>0.639000</td>
      <td>0.667000</td>
    </tr>
    <tr>
      <th>184</th>
      <td>Lao PDR</td>
      <td>2.111000</td>
      <td>1.939000</td>
      <td>1.894000</td>
      <td>1.709000</td>
      <td>1.538000</td>
      <td>1.345000</td>
      <td>1.073000</td>
      <td>0.858000</td>
      <td>0.758000</td>
      <td>...</td>
      <td>0.756000</td>
      <td>0.742000</td>
      <td>0.730000</td>
      <td>0.756000</td>
      <td>0.736000</td>
      <td>0.725000</td>
      <td>0.695000</td>
      <td>0.651000</td>
      <td>0.660000</td>
      <td>0.622000</td>
    </tr>
    <tr>
      <th>185</th>
      <td>Tonga</td>
      <td>2.636000</td>
      <td>2.945000</td>
      <td>3.394000</td>
      <td>3.798000</td>
      <td>2.368000</td>
      <td>1.275000</td>
      <td>0.515000</td>
      <td>0.444000</td>
      <td>0.394000</td>
      <td>...</td>
      <td>0.506000</td>
      <td>0.505000</td>
      <td>0.515000</td>
      <td>0.540000</td>
      <td>0.498000</td>
      <td>0.458000</td>
      <td>0.444000</td>
      <td>0.414000</td>
      <td>0.435000</td>
      <td>0.438000</td>
    </tr>
    <tr>
      <th>186</th>
      <td>Niger</td>
      <td>1.858000</td>
      <td>1.848000</td>
      <td>2.326000</td>
      <td>2.794000</td>
      <td>3.247000</td>
      <td>3.410000</td>
      <td>2.451000</td>
      <td>1.725000</td>
      <td>1.142000</td>
      <td>...</td>
      <td>0.546000</td>
      <td>0.395000</td>
      <td>0.414000</td>
      <td>0.411000</td>
      <td>0.407000</td>
      <td>0.379000</td>
      <td>0.399000</td>
      <td>0.377000</td>
      <td>0.362000</td>
      <td>0.342000</td>
    </tr>
    <tr>
      <th>187</th>
      <td>Bahrain</td>
      <td>0.331000</td>
      <td>0.338000</td>
      <td>0.393000</td>
      <td>0.367000</td>
      <td>0.318000</td>
      <td>0.279000</td>
      <td>0.236000</td>
      <td>0.191000</td>
      <td>0.188000</td>
      <td>...</td>
      <td>0.443000</td>
      <td>0.437000</td>
      <td>0.472000</td>
      <td>0.446000</td>
      <td>0.389000</td>
      <td>0.363000</td>
      <td>0.336000</td>
      <td>0.295000</td>
      <td>0.296000</td>
      <td>0.286000</td>
    </tr>
    <tr>
      <th>188</th>
      <td>Qatar</td>
      <td>1.096000</td>
      <td>1.036000</td>
      <td>1.078000</td>
      <td>1.087000</td>
      <td>1.017000</td>
      <td>0.763000</td>
      <td>0.483000</td>
      <td>0.204000</td>
      <td>0.128000</td>
      <td>...</td>
      <td>0.140000</td>
      <td>0.170000</td>
      <td>0.139000</td>
      <td>0.088000</td>
      <td>0.064000</td>
      <td>0.058000</td>
      <td>0.056000</td>
      <td>0.061000</td>
      <td>0.061000</td>
      <td>0.063000</td>
    </tr>
  </tbody>
</table>
<p>189 rows × 21 columns</p>
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<div class="prompt input_prompt">In&nbsp;[7]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># 提取数据</span>
<span class="n">male</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2017&#39;</span><span class="p">]),</span><span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2018&#39;</span><span class="p">]),</span><span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2019&#39;</span><span class="p">])))</span>
<span class="n">male</span>
</pre></div>

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<pre>[(25.5359993, 25.04700089, 25.33300018),
 (22.73800087, 22.37100029, 22.25699997),
 (21.80400085, 21.59199905, 21.6079998),
 (20.97500038, 21.16300011, 21.58799934),
 (21.35199928, 21.39299965, 21.31699944),
 (20.58699989, 20.66399956, 20.64100075),
 (18.8390007, 18.63999939, 17.94400024),
 (18.14500046, 17.5529995, 17.23200035),
 (15.38099957, 15.15299988, 15.58300018),
 (14.9630003, 15.30799961, 15.50399971),
 (14.37199974, 14.79500008, 15.034000400000002),
 (14.75500011, 14.9119997, 14.95499992),
 (14.60099983, 14.45199966, 14.409000400000002),
 (17.86499977, 15.52700043, 14.15200043),
 (13.84399986, 13.85000038, 13.82800007),
 (13.534000400000002, 13.57999992, 13.58300018),
 (12.98700047, 13.31000042, 13.21000004),
 (12.57900047, 12.91600037, 13.07900047),
 (12.51399994, 13.33600044, 12.99499989),
 (15.66600037, 13.63799953, 12.63199997),
 (12.83899975, 12.68500042, 12.52999973),
 (12.87199974, 12.62100029, 12.37899971),
 (12.17700005, 12.04800034, 11.99300003),
 (11.79500008, 11.81200027, 11.83500004),
 (11.26399994, 11.47900009, 11.66499996),
 (11.4460001, 11.48799992, 11.50500011),
 (11.59599972, 11.42599964, 11.33199978),
 (10.78899956, 10.95100021, 10.97000027),
 (11.37100029, 11.10599995, 10.52499962),
 (9.340000153, 9.574000359, 10.45400047),
 (10.01399994, 10.13799953, 10.42700005),
 (11.09300041, 10.49699974, 10.42700005),
 (10.4659996, 10.4289999, 10.34000015),
 (10.64400005, 10.45100021, 10.26000023),
 (10.11200047, 10.16600037, 10.24600029),
 (10.23499966, 10.10000038, 10.09799957),
 (9.717000008, 9.736000061, 9.81000042),
 (9.331999779, 9.392999649, 9.430999756),
 (9.001000404, 9.180999756, 9.392000198),
 (9.086999893, 9.142999649, 9.159999847),
 (9.090999603, 9.102999687, 9.111000061),
 (7.534999847000001, 8.543999672, 9.069000244),
 (9.751999855, 8.913999557, 8.998999596),
 (9.451999664, 9.12899971, 8.93200016),
 (8.824999809, 8.812999725, 8.862000465),
 (8.637999535, 8.793999672, 8.80700016),
 (8.812000275, 8.548999786, 8.699999809),
 (7.079999924, 7.986000061, 8.680999756),
 (10.34599972, 9.463999747999999, 8.671999931),
 (8.604999542, 8.619999886, 8.607999802),
 (8.145999908, 8.244000435, 8.388999939),
 (7.6779999729999995, 7.646999836, 7.639999866),
 (8.263999939, 7.8119997979999996, 7.593999863),
 (7.361000061, 7.414000034, 7.571000099),
 (10.86499977, 8.055000305, 7.511000156000001),
 (7.383999825, 7.453000069, 7.441999912000001),
 (7.236999989, 7.261000156000001, 7.375),
 (8.871999741, 7.863999843999999, 7.374000072),
 (7.163000107, 7.191999912000001, 7.140999794),
 (6.96999979, 6.764999866, 7.092000007999999),
 (6.874000072, 7.089000225, 7.090000152999999),
 (8.503000259, 6.513999939, 7.0529999729999995),
 (10.60999966, 7.837999821, 7.028999805),
 (8.482999802, 7.083000182999999, 6.987999916000001),
 (7.045000076, 6.961999893, 6.906000137),
 (6.78399992, 6.881999969, 6.894000052999999),
 (6.603000164, 6.769999981000001, 6.818999767),
 (6.820000172, 6.774000168, 6.818999767),
 (6.739999771, 6.721000195, 6.743000031),
 (6.959000111, 6.698999882000001, 6.712999821),
 (6.015999794, 6.217999935, 6.556000233),
 (6.392000198, 6.400000095, 6.396999836),
 (6.56400013, 6.495999812999999, 6.388999939),
 (6.78000021, 6.135000229, 6.361999989),
 (7.113999843999999, 6.262000083999999, 6.336999893),
 (5.565999985, 6.0440001489999995, 6.30700016),
 (6.193999767, 5.862999916000001, 6.248000145),
 (6.193999767, 6.2100000379999996, 6.208000182999999),
 (7.417146261, 6.557610492, 6.172831772),
 (5.852000237, 5.991000175, 6.058000087999999),
 (7.899000168, 6.413000107, 6.019999981000001),
 (5.886000156000001, 5.926000117999999, 5.97300005),
 (5.2059998510000005, 5.592999935, 5.853000164),
 (6.0809998510000005, 5.926000117999999, 5.8130002020000004),
 (5.7837030910000005, 5.751755379, 5.76673159),
 (5.771999836, 5.743999958, 5.763000011),
 (5.111000061, 5.368000031, 5.644999981000001),
 (8.406999588, 6.329999924, 5.514999866),
 (4.730000018999999, 5.362999916000001, 5.504000187000001),
 (7.059999942999999, 5.864999771, 5.462999821),
 (5.53000021, 5.336999893, 5.2319998739999996),
 (5.09499979, 5.112999916000001, 5.139999866),
 (6.354000092000001, 5.697999954, 5.112999916000001),
 (5.540999889, 5.260000229, 5.111999989),
 (4.921000004, 4.964000225, 5.1069998739999996),
 (4.873000145, 4.974999905, 5.056000233),
 (5.769000052999999, 4.842999935, 5.037000179),
 (4.8829998969999995, 4.954999924, 4.987999916000001),
 (4.857999802, 4.877999783, 4.892000198),
 (4.652999878, 4.863999843999999, 4.860000134),
 (4.873000145, 4.8569998739999996, 4.8569998739999996),
 (4.832163676, 4.792199043, 4.784995715),
 (4.637000083999999, 4.791999817, 4.71999979),
 (5.362999916000001, 4.907999992, 4.690999985),
 (4.304999828, 4.188000202, 4.684000015),
 (4.570000172, 4.646999836, 4.660999775),
 (4.894999981000001, 4.796999931, 4.659999847),
 (5.611000061, 4.784999847, 4.6560001369999995),
 (4.118000031, 4.4250001910000005, 4.638999939),
 (5.907999992000001, 4.840000153, 4.631000042),
 (5.568999767, 4.815999985, 4.577000141),
 (4.5079998969999995, 4.596000195, 4.570000172),
 (4.256000042, 4.256000042, 4.55700016),
 (4.495999813, 4.5500001910000005, 4.5050001139999996),
 (4.3520002369999995, 4.400000095, 4.462999821),
 (4.541999817, 4.491000175, 4.441999912),
 (4.822999954, 3.825000048, 4.429999828),
 (4.412000179, 4.420000076, 4.421999931),
 (3.552999973, 3.941999912, 4.377999783),
 (4.581999778999999, 4.297999859, 4.304999828),
 (4.650703528999999, 4.291861925, 4.198334473),
 (4.308000088, 4.217999935, 4.188000202),
 (4.072999954, 4.017000198, 3.9860000610000004),
 (4.395999908, 4.070000172, 3.937999964),
 (4.120999813, 3.9389998910000004, 3.914999962),
 (3.875999928, 3.8970000739999997, 3.9059998989999998),
 (3.7560000419999997, 3.832999945, 3.8959999080000003),
 (4.43599987, 4.017000198, 3.891000032),
 (3.78399992, 3.8810000419999997, 3.864000082),
 (3.539999962, 3.569999933, 3.573999882),
 (3.5799999239999996, 3.538000107, 3.4630000589999996),
 (3.4430000780000003, 3.448999882, 3.4430000780000003),
 (4.479000092, 3.578000069, 3.411000013),
 (3.163000107, 3.372999907, 3.4040000439999996),
 (4.118999958, 3.697000027, 3.3880000110000004),
 (3.41899991, 3.398999929, 3.378000021),
 (3.339999914, 3.3380000589999996, 3.3469998839999997),
 (3.3139998910000004, 3.2569999689999998, 3.2829999919999997),
 (3.0680000780000003, 3.157000065, 3.239000082),
 (4.870999813, 3.6619999410000004, 3.2320001130000002),
 (3.809000015, 3.362999916, 3.2190001010000002),
 (3.101000071, 3.08100009, 3.141000032),
 (2.963999987, 3.049999952, 3.125999928),
 (3.1040000919999997, 3.1700000760000004, 3.105999947),
 (3.3949999810000002, 3.029999971, 3.015000105),
 (2.7630000110000004, 3.0130000110000004, 2.967999935),
 (2.789000034, 2.97300005, 2.9319999219999997),
 (3.0220000739999997, 3.019000053, 2.904999971),
 (2.9590001110000004, 2.928999901, 2.8810000419999997),
 (2.798000097, 2.7320001130000002, 2.762000084),
 (2.8689999580000003, 2.700000048, 2.64199996),
 (2.545000076, 2.585000038, 2.596999884),
 (3.424999952, 2.346999884, 2.538000107),
 (2.9270000460000003, 2.548000097, 2.460000038),
 (2.505000114, 2.447000027, 2.437999964),
 (2.388000011, 2.3840000630000002, 2.3689999580000003),
 (2.369132929, 2.360096721, 2.3578695290000002),
 (2.459000111, 2.459000111, 2.336999893),
 (2.141000032, 2.230999947, 2.28399992),
 (2.272000074, 2.266000032, 2.265000105),
 (2.141000032, 2.101999998, 2.0680000780000003),
 (1.986999989, 2.028000116, 2.058000088),
 (1.9789999719999998, 2.029000044, 2.029000044),
 (2.335999966, 1.967000008, 2.0179998869999998),
 (2.012000084, 2.019000053, 2.016000032),
 (2.049000025, 2.019999981, 1.993999958),
 (1.967000008, 1.9720000030000002, 1.9739999769999999),
 (1.929999948, 1.960999966, 1.9659999609999999),
 (2.028000116, 2.0209999080000003, 1.9520000219999998),
 (1.9149999619999998, 1.9110000130000002, 1.9229999780000002),
 (1.5720000269999999, 1.70599997, 1.7200000290000002),
 (1.628999949, 1.6460000280000002, 1.707999945),
 (1.710999966, 1.679999948, 1.628999949),
 (1.611999989, 1.536999941, 1.496000051),
 (1.248999953, 1.3780000209999999, 1.4639999869999998),
 (1.429999948, 1.460999966, 1.4539999959999999),
 (1.43900001, 1.455000043, 1.4400000569999998),
 (1.26699996, 1.27699995, 1.2589999440000001),
 (1.233999968, 1.23300004, 1.225000024),
 (1.164000034, 1.1549999709999998, 1.131000042),
 (1.059000015, 1.055999994, 1.036999941),
 (0.728999972, 0.885999978, 0.9940000179999999),
 (0.924000025, 0.94599998, 0.967999995),
 (0.603999972, 0.6389999989999999, 0.666999996),
 (0.6510000229999999, 0.660000026, 0.621999979),
 (0.414000005, 0.43500000200000005, 0.437999994),
 (0.377000004, 0.36199998899999997, 0.34200000799999997),
 (0.294999987, 0.296000004, 0.286000013),
 (0.061000001, 0.061000001, 0.063000001)]</pre>
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<div class="prompt input_prompt">In&nbsp;[8]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male1</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;Country Name&#39;</span><span class="p">]),</span><span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2019&#39;</span><span class="p">])))</span>
<span class="n">male1</span>
</pre></div>

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<div class="prompt output_prompt">Out[8]:</div>




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<pre>[(&#39;South Africa&#39;, 25.33300018),
 (&#39;North Macedonia&#39;, 22.25699997),
 (&#39;Namibia&#39;, 21.6079998),
 (&#39;Eswatini&#39;, 21.58799934),
 (&#39;St. Vincent and the Grenadines&#39;, 21.31699944),
 (&#39;Lesotho&#39;, 20.64100075),
 (&#39;St. Lucia&#39;, 17.94400024),
 (&#39;Armenia&#39;, 17.23200035),
 (&#39;Montenegro&#39;, 15.58300018),
 (&#39;Georgia&#39;, 15.50399971),
 (&#39;Botswana&#39;, 15.034000400000002),
 (&#39;Libya&#39;, 14.95499992),
 (&#39;Albania&#39;, 14.409000400000002),
 (&#39;Greece&#39;, 14.15200043),
 (&#39;Gabon&#39;, 13.82800007),
 (&#39;Somalia&#39;, 13.58300018),
 (&#39;Jordan&#39;, 13.21000004),
 (&#39;Tunisia&#39;, 13.07900047),
 (&#39;Puerto Rico&#39;, 12.99499989),
 (&#39;Spain&#39;, 12.63199997),
 (&#39;Serbia&#39;, 12.52999973),
 (&#39;New Caledonia&#39;, 12.37899971),
 (&#39;Yemen, Rep.&#39;, 11.99300003),
 (&#39;Cabo Verde&#39;, 11.83500004),
 (&#39;Tajikistan&#39;, 11.66499996),
 (&#39;South Sudan&#39;, 11.50500011),
 (&#39;French Polynesia&#39;, 11.33199978),
 (&#39;Haiti&#39;, 10.97000027),
 (&#39;Brazil&#39;, 10.52499962),
 (&#39;Turkey&#39;, 10.45400047),
 (&#39;Algeria&#39;, 10.42700005),
 (&#39;Ukraine&#39;, 10.42700005),
 (&#39;Djibouti&#39;, 10.34000015),
 (&#39;Bahamas, The&#39;, 10.26000023),
 (&#39;Guyana&#39;, 10.24600029),
 (&#39;Iran, Islamic Rep.&#39;, 10.09799957),
 (&#39;Congo, Rep.&#39;, 9.81000042),
 (&#39;Kenya&#39;, 9.430999756),
 (&#39;Sudan&#39;, 9.392000198),
 (&#39;Barbados&#39;, 9.159999847),
 (&#39;Mauritania&#39;, 9.111000061),
 (&#39;Argentina&#39;, 9.069000244),
 (&#39;Latvia&#39;, 8.998999596),
 (&#39;France&#39;, 8.93200016),
 (&#39;Equatorial Guinea&#39;, 8.862000465),
 (&#39;Sao Tome and Principe&#39;, 8.80700016),
 (&#39;Brunei Darussalam&#39;, 8.699999809),
 (&#39;Venezuela, RB&#39;, 8.680999756),
 (&#39;Italy&#39;, 8.671999931),
 (&#39;Morocco&#39;, 8.607999802),
 (&#39;Mali&#39;, 8.388999939),
 (&#39;Virgin Islands (U.S.)&#39;, 7.639999866),
 (&#39;Egypt, Arab Rep.&#39;, 7.593999863),
 (&#39;Samoa&#39;, 7.571000099),
 (&#39;Cyprus&#39;, 7.511000156000001),
 (&#39;Zambia&#39;, 7.441999912000001),
 (&#39;Belarus&#39;, 7.375),
 (&#39;Finland&#39;, 7.374000072),
 (&#39;Iraq&#39;, 7.140999794),
 (&#39;Sweden&#39;, 7.092000007999999),
 (&#39;Colombia&#39;, 7.090000152999999),
 (&#39;Lithuania&#39;, 7.0529999729999995),
 (&#39;Croatia&#39;, 7.028999805),
 (&#39;Jamaica&#39;, 6.987999916000001),
 (&#39;Channel Islands&#39;, 6.906000137),
 (&#39;Angola&#39;, 6.894000052999999),
 (&#39;Chile&#39;, 6.818999767),
 (&#39;Costa Rica&#39;, 6.818999767),
 (&#39;Ghana&#39;, 6.743000031),
 (&#39;Mongolia&#39;, 6.712999821),
 (&#39;Maldives&#39;, 6.556000233),
 (&#39;Gambia, The&#39;, 6.396999836),
 (&#39;Uruguay&#39;, 6.388999939),
 (&#39;Canada&#39;, 6.361999989),
 (&#39;Belgium&#39;, 6.336999893),
 (&#39;Kyrgyz Republic&#39;, 6.30700016),
 (&#39;Estonia&#39;, 6.248000145),
 (&#39;Eritrea&#39;, 6.208000182999999),
 (&#39;European Union&#39;, 6.172831772),
 (&#39;Syrian Arab Republic&#39;, 6.058000087999999),
 (&#39;Slovak Republic&#39;, 6.019999981000001),
 (&#39;Central African Republic&#39;, 5.97300005),
 (&#39;Guam&#39;, 5.853000164),
 (&#39;Senegal&#39;, 5.8130002020000004),
 (&#39;Sub-Saharan Africa&#39;, 5.76673159),
 (&#39;Nigeria&#39;, 5.763000011),
 (&#39;Uzbekistan&#39;, 5.644999981000001),
 (&#39;Portugal&#39;, 5.514999866),
 (&#39;Belize&#39;, 5.504000187000001),
 (&#39;Ireland&#39;, 5.462999821),
 (&#39;Australia&#39;, 5.2319998739999996),
 (&#39;Sierra Leone&#39;, 5.139999866),
 (&#39;Bulgaria&#39;, 5.112999916000001),
 (&#39;Luxembourg&#39;, 5.111999989),
 (&#39;Congo, Dem. Rep.&#39;, 5.1069998739999996),
 (&#39;Turkmenistan&#39;, 5.056000233),
 (&#39;Slovenia&#39;, 5.037000179),
 (&#39;Lebanon&#39;, 4.987999916000001),
 (&#39;China&#39;, 4.892000198),
 (&#39;El Salvador&#39;, 4.860000134),
 (&#39;Vanuatu&#39;, 4.8569998739999996),
 (&#39;IBRD only&#39;, 4.784995715),
 (&#39;Mauritius&#39;, 4.71999979),
 (&#39;Russian Federation&#39;, 4.690999985),
 (&#39;Kazakhstan&#39;, 4.684000015),
 (&#39;Switzerland&#39;, 4.660999775),
 (&#39;Suriname&#39;, 4.659999847),
 (&#39;Romania&#39;, 4.6560001369999995),
 (&#39;Azerbaijan&#39;, 4.638999939),
 (&#39;Austria&#39;, 4.631000042),
 (&#39;Denmark&#39;, 4.577000141),
 (&#39;Malta&#39;, 4.570000172),
 (&#39;New Zealand&#39;, 4.55700016),
 (&#39;Guinea&#39;, 4.5050001139999996),
 (&#39;Indonesia&#39;, 4.462999821),
 (&#39;Malawi&#39;, 4.441999912),
 (&#39;Moldova&#39;, 4.429999828),
 (&#39;Zimbabwe&#39;, 4.421999931),
 (&#39;Nicaragua&#39;, 4.377999783),
 (&#39;Norway&#39;, 4.304999828),
 (&#39;North America&#39;, 4.198334473),
 (&#39;Dominican Republic&#39;, 4.188000202),
 (&#39;Paraguay&#39;, 3.9860000610000004),
 (&#39;United States&#39;, 3.937999964),
 (&#39;Israel&#39;, 3.914999962),
 (&#39;Guinea-Bissau&#39;, 3.9059998989999998),
 (&#39;Burkina Faso&#39;, 3.8959999080000003),
 (&#39;United Kingdom&#39;, 3.891000032),
 (&#39;Korea, Rep.&#39;, 3.864000082),
 (&#39;Fiji&#39;, 3.573999882),
 (&#39;Singapore&#39;, 3.4630000589999996),
 (&#39;Comoros&#39;, 3.4430000780000003),
 (&#39;Netherlands&#39;, 3.411000013),
 (&#39;Honduras&#39;, 3.4040000439999996),
 (&#39;Germany&#39;, 3.3880000110000004),
 (&#39;Papua New Guinea&#39;, 3.378000021),
 (&#39;Bangladesh&#39;, 3.3469998839999997),
 (&#39;Mexico&#39;, 3.2829999919999997),
 (&#39;Ecuador&#39;, 3.239000082),
 (&#39;Poland&#39;, 3.2320001130000002),
 (&#39;Hungary&#39;, 3.2190001010000002),
 (&#39;Malaysia&#39;, 3.141000032),
 (&#39;Mozambique&#39;, 3.125999928),
 (&#39;Panama&#39;, 3.105999947),
 (&#39;Hong Kong SAR, China&#39;, 3.015000105),
 (&#39;Iceland&#39;, 2.967999935),
 (&#39;Sri Lanka&#39;, 2.9319999219999997),
 (&#39;Saudi Arabia&#39;, 2.904999971),
 (&#39;Cameroon&#39;, 2.8810000419999997),
 (&#39;Bolivia&#39;, 2.762000084),
 (&#39;Trinidad and Tobago&#39;, 2.64199996),
 (&#39;Timor-Leste&#39;, 2.596999884),
 (&#39;Peru&#39;, 2.538000107),
 (&#39;Japan&#39;, 2.460000038),
 (&#39;Pakistan&#39;, 2.437999964),
 (&#39;Macao SAR, China&#39;, 2.3689999580000003),
 (&#39;South Asia&#39;, 2.3578695290000002),
 (&#39;Philippines&#39;, 2.336999893),
 (&#39;Guatemala&#39;, 2.28399992),
 (&#39;India&#39;, 2.265000105),
 (&#39;Cuba&#39;, 2.0680000780000003),
 (&#39;Burundi&#39;, 2.058000088),
 (&#34;Cote d&#39;Ivoire&#34;, 2.029000044),
 (&#39;Czech Republic&#39;, 2.0179998869999998),
 (&#39;Liberia&#39;, 2.016000032),
 (&#39;Vietnam&#39;, 1.993999958),
 (&#39;Togo&#39;, 1.9739999769999999),
 (&#39;Solomon Islands&#39;, 1.9659999609999999),
 (&#39;Benin&#39;, 1.9520000219999998),
 (&#39;Chad&#39;, 1.9229999780000002),
 (&#39;United Arab Emirates&#39;, 1.7200000290000002),
 (&#39;Bhutan&#39;, 1.707999945),
 (&#39;Oman&#39;, 1.628999949),
 (&#39;Madagascar&#39;, 1.496000051),
 (&#39;Uganda&#39;, 1.4639999869999998),
 (&#39;Nepal&#39;, 1.4539999959999999),
 (&#39;Tanzania&#39;, 1.4400000569999998),
 (&#39;Ethiopia&#39;, 1.2589999440000001),
 (&#39;Myanmar&#39;, 1.225000024),
 (&#39;Cambodia&#39;, 1.131000042),
 (&#39;Afghanistan&#39;, 1.036999941),
 (&#39;Kuwait&#39;, 0.9940000179999999),
 (&#39;Rwanda&#39;, 0.967999995),
 (&#39;Thailand&#39;, 0.666999996),
 (&#39;Lao PDR&#39;, 0.621999979),
 (&#39;Tonga&#39;, 0.437999994),
 (&#39;Niger&#39;, 0.34200000799999997),
 (&#39;Bahrain&#39;, 0.286000013),
 (&#39;Qatar&#39;, 0.063000001)]</pre>
</div>

</div>

</div>
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</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[9]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">pyecharts</span> <span class="k">import</span> <span class="n">options</span> <span class="k">as</span> <span class="n">opts</span>
<span class="kn">from</span> <span class="nn">pyecharts.charts</span> <span class="k">import</span> <span class="n">Map</span>

<span class="k">def</span> <span class="nf">map_female</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Map</span><span class="p">:</span>
    <span class="n">c</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Map</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s2">&quot;各国女性失业率&quot;</span><span class="p">,</span> <span class="n">female1</span><span class="p">,</span> <span class="s2">&quot;world&quot;</span><span class="p">)</span>
        <span class="o">.</span><span class="n">set_series_opts</span><span class="p">(</span><span class="n">label_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">LabelOpts</span><span class="p">(</span><span class="n">is_show</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span>
            <span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;2019年全球各国女性失业率地图&quot;</span><span class="p">),</span>
            <span class="n">visualmap_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">VisualMapOpts</span><span class="p">(</span><span class="n">max_</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span><span class="n">min_</span><span class="o">=</span><span class="mi">0</span><span class="p">),</span>
        <span class="p">)</span>
    <span class="p">)</span>
    <span class="k">return</span> <span class="n">c</span>
<span class="n">地图1</span><span class="o">=</span><span class="n">map_female</span><span class="p">()</span>
<span class="n">地图1</span><span class="o">.</span><span class="n">render_notebook</span><span class="p">()</span>
</pre></div>

</div>
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<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[9]:</div>



<div class="output_html rendered_html output_subarea output_execute_result">

<script>
    require.config({
        paths: {
            'echarts':'https://assets.pyecharts.org/assets/echarts.min', 'world':'https://assets.pyecharts.org/assets/maps/world'
        }
    });
</script>

        <div id="80a1eacc0bb1403b97d3edaee5356c6b" style="width:900px; height:500px;"></div>

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    "animationThreshold": 2000,
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                {
                    "name": "Iran, Islamic Rep.",
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                {
                    "name": "Arab World",
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                {
                    "name": "Armenia",
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                {
                    "name": "St. Vincent and the Grenadines",
                    "value": 17.46500015
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                {
                    "name": "Spain",
                    "value": 17.09399986
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                {
                    "name": "Haiti",
                    "value": 16.231000899999998
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                {
                    "name": "Montenegro",
                    "value": 16.02000046
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                {
                    "name": "Guyana",
                    "value": 15.77499962
                },
                {
                    "name": "Belize",
                    "value": 15.39599991
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                {
                    "name": "Somalia",
                    "value": 15.36100006
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                {
                    "name": "Turkey",
                    "value": 14.85900021
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                {
                    "name": "Serbia",
                    "value": 14.73799992
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                {
                    "name": "New Caledonia",
                    "value": 14.65799999
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                {
                    "name": "Brazil",
                    "value": 14.42199993
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                {
                    "name": "South Sudan",
                    "value": 13.95300007
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                {
                    "name": "Albania",
                    "value": 13.33100033
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                {
                    "name": "Oman",
                    "value": 13.18599987
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                {
                    "name": "Mauritania",
                    "value": 12.95899963
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                {
                    "name": "Bahamas, The",
                    "value": 12.91499996
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                {
                    "name": "Cabo Verde",
                    "value": 12.81900024
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                {
                    "name": "French Polynesia",
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                    "value": 9.807999611
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                    "value": 7.447999954
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                    "value": 6.934000015
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                    "name": "Sri Lanka",
                    "value": 6.8930001260000004
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                    "value": 6.859947324
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                    "value": 6.828000069
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                {
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                    "name": "Portugal",
                    "value": 6.770999907999999
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                {
                    "name": "Kazakhstan",
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                    "value": 6.190999985
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                    "name": "Vanuatu",
                    "value": 6.09100008
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                {
                    "name": "Early-demographic dividend",
                    "value": 6.077363022999999
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                {
                    "name": "Slovenia",
                    "value": 6.032999992000001
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                {
                    "name": "Maldives",
                    "value": 5.979000092000001
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                    "value": 5.907000065
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                    "value": 5.867000103
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                {
                    "name": "Luxembourg",
                    "value": 5.767000198
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<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[10]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">pyecharts</span> <span class="k">import</span> <span class="n">options</span> <span class="k">as</span> <span class="n">opts</span>
<span class="kn">from</span> <span class="nn">pyecharts.charts</span> <span class="k">import</span> <span class="n">Map</span>

<span class="k">def</span> <span class="nf">map_male</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Map</span><span class="p">:</span>
    <span class="n">c</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Map</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="s2">&quot;各国男性失业率&quot;</span><span class="p">,</span> <span class="n">female1</span><span class="p">,</span> <span class="s2">&quot;world&quot;</span><span class="p">)</span>
        <span class="o">.</span><span class="n">set_series_opts</span><span class="p">(</span><span class="n">label_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">LabelOpts</span><span class="p">(</span><span class="n">is_show</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span>
            <span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;2019年全球各国男性失业率地图&quot;</span><span class="p">),</span>
            <span class="n">visualmap_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">VisualMapOpts</span><span class="p">(</span><span class="n">max_</span><span class="o">=</span><span class="mi">26</span><span class="p">,</span><span class="n">min_</span><span class="o">=</span><span class="mi">0</span><span class="p">),</span>
        <span class="p">)</span>
    <span class="p">)</span>
    <span class="k">return</span> <span class="n">c</span>
<span class="n">地图2</span><span class="o">=</span><span class="n">map_male</span><span class="p">()</span>
<span class="n">地图2</span><span class="o">.</span><span class="n">render_notebook</span><span class="p">()</span>
</pre></div>

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<div class="prompt output_prompt">Out[10]:</div>



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                    "name": "Slovenia",
                    "value": 6.032999992000001
                },
                {
                    "name": "Maldives",
                    "value": 5.979000092000001
                },
                {
                    "name": "Mongolia",
                    "value": 5.907000065
                },
                {
                    "name": "Guam",
                    "value": 5.867000103
                },
                {
                    "name": "Luxembourg",
                    "value": 5.767000198
                },
                {
                    "name": "Canada",
                    "value": 5.71600008
                },
                {
                    "name": "Paraguay",
                    "value": 5.712999821
                },
                {
                    "name": "Nicaragua",
                    "value": 5.631000042
                },
                {
                    "name": "Estonia",
                    "value": 5.493999958
                },
                {
                    "name": "Australia",
                    "value": 5.43900013
                },
                {
                    "name": "World",
                    "value": 5.433434319
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                {
                    "name": "Zimbabwe",
                    "value": 5.392000198
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                {
                    "name": "Honduras",
                    "value": 5.3249998089999995
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                {
                    "name": "Fiji",
                    "value": 5.311999798
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                {
                    "name": "Uzbekistan",
                    "value": 5.291999817
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                {
                    "name": "Switzerland",
                    "value": 5.118000031
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                {
                    "name": "Panama",
                    "value": 5.113999843999999
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                {
                    "name": "Denmark",
                    "value": 5.112999916000001
                },
                {
                    "name": "New Zealand",
                    "value": 5.084000111
                },
                {
                    "name": "Pakistan",
                    "value": 5.077000141
                },
                {
                    "name": "Ireland",
                    "value": 5.070000172
                },
                {
                    "name": "Ecuador",
                    "value": 5.0310001369999995
                },
                {
                    "name": "Malta",
                    "value": 4.714000225
                },
                {
                    "name": "Kuwait",
                    "value": 4.6750001910000005
                },
                {
                    "name": "Austria",
                    "value": 4.639999866
                },
                {
                    "name": "Bulgaria",
                    "value": 4.479000092
                },
                {
                    "name": "Russian Federation",
                    "value": 4.388999939
                },
                {
                    "name": "Guinea-Bissau",
                    "value": 4.250999928
                },
                {
                    "name": "Indonesia",
                    "value": 4.236999989
                },
                {
                    "name": "Belarus",
                    "value": 4.198999882
                },
                {
                    "name": "Netherlands",
                    "value": 4.168000221000001
                },
                {
                    "name": "Comoros",
                    "value": 4.054999828
                },
                {
                    "name": "North America",
                    "value": 4.0059775239999995
                },
                {
                    "name": "South Asia",
                    "value": 3.96291617
                },
                {
                    "name": "Bolivia",
                    "value": 3.961999893
                },
                {
                    "name": "Israel",
                    "value": 3.948999882
                },
                {
                    "name": "Timor-Leste",
                    "value": 3.8970000739999997
                },
                {
                    "name": "Cameroon",
                    "value": 3.859999895
                },
                {
                    "name": "Singapore",
                    "value": 3.8190000060000004
                },
                {
                    "name": "China",
                    "value": 3.815999985
                },
                {
                    "name": "Malaysia",
                    "value": 3.815999985
                },
                {
                    "name": "United States",
                    "value": 3.789000034
                },
                {
                    "name": "Hungary",
                    "value": 3.7550001139999996
                },
                {
                    "name": "United Kingdom",
                    "value": 3.7170000080000003
                },
                {
                    "name": "Bahrain",
                    "value": 3.6659998889999996
                },
                {
                    "name": "Guatemala",
                    "value": 3.640000105
                },
                {
                    "name": "El Salvador",
                    "value": 3.6180000310000002
                },
                {
                    "name": "Norway",
                    "value": 3.588999987
                },
                {
                    "name": "India",
                    "value": 3.5690000060000004
                },
                {
                    "name": "Mexico",
                    "value": 3.542000055
                },
                {
                    "name": "Sierra Leone",
                    "value": 3.53399992
                },
                {
                    "name": "Romania",
                    "value": 3.510999918
                },
                {
                    "name": "Korea, Rep.",
                    "value": 3.507999897
                },
                {
                    "name": "Congo, Dem. Rep.",
                    "value": 3.378000021
                },
                {
                    "name": "Peru",
                    "value": 3.332999945
                },
                {
                    "name": "Poland",
                    "value": 3.3180000780000003
                },
                {
                    "name": "Mozambique",
                    "value": 3.250999928
                },
                {
                    "name": "Trinidad and Tobago",
                    "value": 3.0450000760000004
                },
                {
                    "name": "Czech Republic",
                    "value": 3.039000034
                },
                {
                    "name": "Cote d'Ivoire",
                    "value": 3.029999971
                },
                {
                    "name": "Moldova",
                    "value": 2.996999979
                },
                {
                    "name": "Germany",
                    "value": 2.980999947
                },
                {
                    "name": "Iceland",
                    "value": 2.930000067
                },
                {
                    "name": "Bhutan",
                    "value": 2.8970000739999997
                },
                {
                    "name": "Chad",
                    "value": 2.789000034
                },
                {
                    "name": "Guinea",
                    "value": 2.622999907
                },
                {
                    "name": "Cuba",
                    "value": 2.559000015
                },
                {
                    "name": "Philippines",
                    "value": 2.532000065
                },
                {
                    "name": "Hong Kong SAR, China",
                    "value": 2.5
                },
                {
                    "name": "Tanzania",
                    "value": 2.404999971
                },
                {
                    "name": "Ethiopia",
                    "value": 2.390000105
                },
                {
                    "name": "Afghanistan",
                    "value": 2.38499999
                },
                {
                    "name": "Japan",
                    "value": 2.336999893
                },
                {
                    "name": "Turkmenistan",
                    "value": 2.15899992
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                {
                    "name": "Uganda",
                    "value": 2.135999918
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                {
                    "name": "Myanmar",
                    "value": 2.105999947
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                {
                    "name": "Benin",
                    "value": 2.101000071
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                    "name": "Liberia",
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                    "name": "Tonga",
                    "value": 1.950999975
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                    "name": "Madagascar",
                    "value": 1.8020000459999999
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                    "name": "Vietnam",
                    "value": 1.7860000130000002
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                {
                    "name": "Macao SAR, China",
                    "value": 1.646999955
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                {
                    "name": "Solomon Islands",
                    "value": 1.565999985
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                    "name": "Togo",
                    "value": 1.356999993
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                {
                    "name": "Papua New Guinea",
                    "value": 1.300999999
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                {
                    "name": "Burundi",
                    "value": 1.06400001
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                {
                    "name": "Nepal",
                    "value": 1.054999948
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                {
                    "name": "Rwanda",
                    "value": 1.013000011
                },
                {
                    "name": "Cambodia",
                    "value": 0.8999999759999999
                },
                {
                    "name": "Thailand",
                    "value": 0.727999985
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                {
                    "name": "Qatar",
                    "value": 0.646000028
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                {
                    "name": "Niger",
                    "value": 0.14599999800000002
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<h2 id="&#23545;&#27604;2019&#24180;&#22899;/&#30007;&#24615;&#22833;&#19994;&#29575;&#22320;&#22270;">&#23545;&#27604;2019&#24180;&#22899;/&#30007;&#24615;&#22833;&#19994;&#29575;&#22320;&#22270;<a class="anchor-link" href="#&#23545;&#27604;2019&#24180;&#22899;/&#30007;&#24615;&#22833;&#19994;&#29575;&#22320;&#22270;">&#182;</a></h2><h3 id="&#21457;&#29616;&#65306;">&#21457;&#29616;&#65306;<a class="anchor-link" href="#&#21457;&#29616;&#65306;">&#182;</a></h3><ul>
<li>两张地图失业率的分布大体一致</li>
<li>北美地区及亚洲地区总体上失业率较低</li>
<li>南美地区处于中间值状态</li>
<li>非洲地区失业率总体较高，特别是南非底部国家及北非中部地区最为严重</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># 本数据集排名第一的数据为全球总女性失业率，不属于本次数据提取范畴，因而从第二顺位开始</span>
<span class="n">female</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">female</span><span class="p">[</span><span class="mi">1</span><span class="p">:</span><span class="mi">11</span><span class="p">])</span>
<span class="n">female</span>
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<pre>[(&#39;South Africa&#39;, 29.48900032, 29.26600075, 29.72200012),
 (&#39;Gabon&#39;, 27.68499947, 27.893999100000002, 28.15099907),
 (&#39;Lesotho&#39;, 27.04400063, 26.93700027, 26.71999931),
 (&#39;Namibia&#39;, 24.46999931, 24.70700073, 24.87700081),
 (&#39;Eswatini&#39;, 24.3029995, 24.36000061, 24.6609993),
 (&#39;Libya&#39;, 24.42900085, 24.60499954, 24.51000023),
 (&#39;Bosnia and Herzegovina&#39;, 23.05800056, 23.91600037, 24.29400063),
 (&#39;St. Lucia&#39;, 23.10300064, 23.49799919, 23.44099998),
 (&#39;Egypt, Arab Rep.&#39;, 23.09799957, 23.10199928, 23.14699936),
 (&#39;Sudan&#39;, 23.31100082, 23.22400093, 23.11599922)]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">female_country</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;Country Name&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:</span><span class="mi">11</span><span class="p">])</span>
<span class="n">female_country</span>
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<pre>[&#39;South Africa&#39;,
 &#39;Gabon&#39;,
 &#39;Lesotho&#39;,
 &#39;Namibia&#39;,
 &#39;Eswatini&#39;,
 &#39;Libya&#39;,
 &#39;Bosnia and Herzegovina&#39;,
 &#39;St. Lucia&#39;,
 &#39;Egypt, Arab Rep.&#39;,
 &#39;Sudan&#39;]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">female_2017</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;2017&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:</span><span class="mi">11</span><span class="p">])</span>
<span class="n">female_2017</span>
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<pre>[29.48900032,
 27.68499947,
 27.04400063,
 24.46999931,
 24.3029995,
 24.42900085,
 23.05800056,
 23.10300064,
 23.09799957,
 23.31100082]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">female_2018</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;2018&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:</span><span class="mi">11</span><span class="p">])</span>
<span class="n">female_2018</span>
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<pre>[29.26600075,
 27.893999100000002,
 26.93700027,
 24.70700073,
 24.36000061,
 24.60499954,
 23.91600037,
 23.49799919,
 23.10199928,
 23.22400093]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">female_2019</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data1</span><span class="p">[</span><span class="s1">&#39;2019&#39;</span><span class="p">][</span><span class="mi">1</span><span class="p">:</span><span class="mi">11</span><span class="p">])</span>
<span class="n">female_2019</span>
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<pre>[29.72200012,
 28.15099907,
 26.71999931,
 24.87700081,
 24.6609993,
 24.51000023,
 24.29400063,
 23.44099998,
 23.14699936,
 23.11599922]</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">pyecharts</span> <span class="k">import</span> <span class="n">options</span> <span class="k">as</span> <span class="n">opts</span>
<span class="kn">from</span> <span class="nn">pyecharts.charts</span> <span class="k">import</span> <span class="n">Bar</span><span class="p">,</span> <span class="n">Grid</span><span class="p">,</span> <span class="n">Line</span><span class="p">,</span><span class="n">Scatter</span><span class="p">,</span> <span class="n">Timeline</span>

<span class="k">def</span> <span class="nf">timeline_line</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Timeline</span><span class="p">:</span>
    <span class="n">x</span> <span class="o">=</span> <span class="n">female_country</span>
    <span class="n">tl</span> <span class="o">=</span> <span class="n">Timeline</span><span class="p">()</span>
    <span class="n">line</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Line</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;年份&quot;</span><span class="p">,</span> <span class="n">female_2017</span><span class="p">)</span>
            
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span><span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年全球女性失业率Top10&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2017&#39;</span><span class="p">)))</span> 
    <span class="p">)</span>
    <span class="n">tl</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">line</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2017&#39;</span><span class="p">))</span>
    
    <span class="n">line1</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Line</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;年份&quot;</span><span class="p">,</span> <span class="n">female_2018</span><span class="p">)</span>
            
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span><span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年全球女性失业率Top10&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2018&#39;</span><span class="p">)))</span>
    <span class="p">)</span>
    <span class="n">tl</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">line1</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2018&#39;</span><span class="p">))</span>
    
    <span class="n">line2</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Line</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;年份&quot;</span><span class="p">,</span> <span class="n">female_2019</span><span class="p">)</span>
            
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span><span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年全球女性失业率Top10&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2019&#39;</span><span class="p">)))</span>
    <span class="p">)</span>
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<h3 id="&#36890;&#36807;&#23545;2017-2019&#24180;&#19977;&#24180;&#30340;&#20840;&#29699;&#22899;&#24615;&#22833;&#19994;&#29575;&#25490;&#21517;&#21069;10&#22269;&#23478;&#30340;&#25968;&#25454;&#23545;&#27604;&#65292;&#21487;&#20197;&#30475;&#20986;&#65306;">&#36890;&#36807;&#23545;2017-2019&#24180;&#19977;&#24180;&#30340;&#20840;&#29699;&#22899;&#24615;&#22833;&#19994;&#29575;&#25490;&#21517;&#21069;10&#22269;&#23478;&#30340;&#25968;&#25454;&#23545;&#27604;&#65292;&#21487;&#20197;&#30475;&#20986;&#65306;<a class="anchor-link" href="#&#36890;&#36807;&#23545;2017-2019&#24180;&#19977;&#24180;&#30340;&#20840;&#29699;&#22899;&#24615;&#22833;&#19994;&#29575;&#25490;&#21517;&#21069;10&#22269;&#23478;&#30340;&#25968;&#25454;&#23545;&#27604;&#65292;&#21487;&#20197;&#30475;&#20986;&#65306;">&#182;</a></h3><ol>
<li>前10个国家的女性失业率差距在逐渐缩小，但总体来说这10个国家的女性失业率均在不同幅度的上升</li>
<li>位居第一的北非其女性失业率总能与后位的国家拉开1%到2%的差距</li>
</ol>

</div>
</div>
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<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[18]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male_country</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;Country Name&#39;</span><span class="p">]))[:</span><span class="mi">10</span><span class="p">]</span>
<span class="n">male_country</span>
</pre></div>

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<div class="output_area">

<div class="prompt output_prompt">Out[18]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>[(&#39;South Africa&#39;,),
 (&#39;North Macedonia&#39;,),
 (&#39;Namibia&#39;,),
 (&#39;Eswatini&#39;,),
 (&#39;St. Vincent and the Grenadines&#39;,),
 (&#39;Lesotho&#39;,),
 (&#39;St. Lucia&#39;,),
 (&#39;Armenia&#39;,),
 (&#39;Montenegro&#39;,),
 (&#39;Georgia&#39;,)]</pre>
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</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[39]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male_2015</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2015&#39;</span><span class="p">])[:</span><span class="mi">10</span><span class="p">]</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[40]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male_2016</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2016&#39;</span><span class="p">])[:</span><span class="mi">10</span><span class="p">]</span>
</pre></div>

</div>
</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[41]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male_2017</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2017&#39;</span><span class="p">])[:</span><span class="mi">10</span><span class="p">]</span>
<span class="n">male_2017</span>
</pre></div>

</div>
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<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[41]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>[25.5359993,
 22.73800087,
 21.80400085,
 20.97500038,
 21.35199928,
 20.58699989,
 18.8390007,
 18.14500046,
 15.38099957,
 14.9630003]</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[42]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male_2018</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2018&#39;</span><span class="p">])[:</span><span class="mi">10</span><span class="p">]</span>
<span class="n">male_2018</span>
</pre></div>

</div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[42]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>[25.04700089,
 22.37100029,
 21.59199905,
 21.16300011,
 21.39299965,
 20.66399956,
 18.63999939,
 17.5529995,
 15.15299988,
 15.30799961]</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[43]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male_2019</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2019&#39;</span><span class="p">])[:</span><span class="mi">10</span><span class="p">]</span>
<span class="n">male_2019</span>
</pre></div>

</div>
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<div class="output_wrapper">
<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[43]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>[25.33300018,
 22.25699997,
 21.6079998,
 21.58799934,
 21.31699944,
 20.64100075,
 17.94400024,
 17.23200035,
 15.58300018,
 15.50399971]</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[44]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male10</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;Country Name&#39;</span><span class="p">]),</span><span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2019&#39;</span><span class="p">])))[:</span><span class="mi">10</span><span class="p">]</span>
<span class="n">male10</span>
</pre></div>

</div>
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<div class="output_wrapper">
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<div class="output_area">

<div class="prompt output_prompt">Out[44]:</div>




<div class="output_text output_subarea output_execute_result">
<pre>[(&#39;South Africa&#39;, 25.33300018),
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 (&#39;St. Vincent and the Grenadines&#39;, 21.31699944),
 (&#39;Lesotho&#39;, 20.64100075),
 (&#39;St. Lucia&#39;, 17.94400024),
 (&#39;Armenia&#39;, 17.23200035),
 (&#39;Montenegro&#39;, 15.58300018),
 (&#39;Georgia&#39;, 15.50399971)]</pre>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">country10</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;Country Name&#39;</span><span class="p">])[:</span><span class="mi">10</span><span class="p">]</span>
<span class="n">country10</span>
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<pre>[&#39;South Africa&#39;,
 &#39;North Macedonia&#39;,
 &#39;Namibia&#39;,
 &#39;Eswatini&#39;,
 &#39;St. Vincent and the Grenadines&#39;,
 &#39;Lesotho&#39;,
 &#39;St. Lucia&#39;,
 &#39;Armenia&#39;,
 &#39;Montenegro&#39;,
 &#39;Georgia&#39;]</pre>
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<div class="prompt input_prompt">In&nbsp;[46]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="n">male101</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="n">data2</span><span class="p">[</span><span class="s1">&#39;2019&#39;</span><span class="p">])[:</span><span class="mi">10</span><span class="p">]</span>
<span class="n">male101</span>
</pre></div>

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<pre>[25.33300018,
 22.25699997,
 21.6079998,
 21.58799934,
 21.31699944,
 20.64100075,
 17.94400024,
 17.23200035,
 15.58300018,
 15.50399971]</pre>
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<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[47]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">pyecharts</span> <span class="k">import</span> <span class="n">options</span> <span class="k">as</span> <span class="n">opts</span>
<span class="kn">from</span> <span class="nn">pyecharts.charts</span> <span class="k">import</span> <span class="n">Scatter</span>


<span class="k">def</span> <span class="nf">scatter_base</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Scatter</span><span class="p">:</span>
    <span class="n">c</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Scatter</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">country10</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;2019全球男性失业率Top10国家&quot;</span><span class="p">,</span> <span class="n">male101</span><span class="p">)</span>
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span>
            <span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="n">title</span><span class="o">=</span><span class="s2">&quot;2019年全球男性失业率Top10国家&quot;</span><span class="p">),</span>
            <span class="n">xaxis_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">AxisOpts</span><span class="p">(</span><span class="n">splitline_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">SplitLineOpts</span><span class="p">(</span><span class="n">is_show</span><span class="o">=</span><span class="kc">True</span><span class="p">)),</span>
            <span class="n">yaxis_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">AxisOpts</span><span class="p">(</span><span class="n">splitline_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">SplitLineOpts</span><span class="p">(</span><span class="n">is_show</span><span class="o">=</span><span class="kc">True</span><span class="p">)),</span>
            <span class="n">visualmap_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">VisualMapOpts</span><span class="p">(</span><span class="n">max_</span><span class="o">=</span><span class="mi">26</span><span class="p">,</span><span class="n">min_</span><span class="o">=</span><span class="mi">15</span><span class="p">),</span>
        <span class="p">)</span>
    <span class="p">)</span>
    <span class="k">return</span> <span class="n">c</span>
<span class="n">s</span><span class="o">=</span><span class="n">scatter_base</span><span class="p">()</span>
<span class="n">s</span><span class="o">.</span><span class="n">render_notebook</span><span class="p">()</span>
</pre></div>

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<div class="output_area">

<div class="prompt output_prompt">Out[47]:</div>



<div class="output_html rendered_html output_subarea output_execute_result">

<script>
    require.config({
        paths: {
            'echarts':'https://assets.pyecharts.org/assets/echarts.min'
        }
    });
</script>

        <div id="bcdc820a6d854dd29a9e1dbd5cb6b814" style="width:900px; height:500px;"></div>

<script>
        require(['echarts'], function(echarts) {
                var chart_bcdc820a6d854dd29a9e1dbd5cb6b814 = echarts.init(
                    document.getElementById('bcdc820a6d854dd29a9e1dbd5cb6b814'), 'white', {renderer: 'canvas'});
                var option_bcdc820a6d854dd29a9e1dbd5cb6b814 = {
    "animation": true,
    "animationThreshold": 2000,
    "animationDuration": 1000,
    "animationEasing": "cubicOut",
    "animationDelay": 0,
    "animationDurationUpdate": 300,
    "animationEasingUpdate": "cubicOut",
    "animationDelayUpdate": 0,
    "color": [
        "#c23531",
        "#2f4554",
        "#61a0a8",
        "#d48265",
        "#749f83",
        "#ca8622",
        "#bda29a",
        "#6e7074",
        "#546570",
        "#c4ccd3",
        "#f05b72",
        "#ef5b9c",
        "#f47920",
        "#905a3d",
        "#fab27b",
        "#2a5caa",
        "#444693",
        "#726930",
        "#b2d235",
        "#6d8346",
        "#ac6767",
        "#1d953f",
        "#6950a1",
        "#918597"
    ],
    "series": [
        {
            "type": "scatter",
            "name": "2019\u5168\u7403\u7537\u6027\u5931\u4e1a\u7387Top10\u56fd\u5bb6",
            "symbolSize": 10,
            "data": [
                [
                    "South Africa",
                    25.33300018
                ],
                [
                    "North Macedonia",
                    22.25699997
                ],
                [
                    "Namibia",
                    21.6079998
                ],
                [
                    "Eswatini",
                    21.58799934
                ],
                [
                    "St. Vincent and the Grenadines",
                    21.31699944
                ],
                [
                    "Lesotho",
                    20.64100075
                ],
                [
                    "St. Lucia",
                    17.94400024
                ],
                [
                    "Armenia",
                    17.23200035
                ],
                [
                    "Montenegro",
                    15.58300018
                ],
                [
                    "Georgia",
                    15.50399971
                ]
            ],
            "label": {
                "show": true,
                "position": "right",
                "margin": 8
            }
        }
    ],
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                "2019\u5168\u7403\u7537\u6027\u5931\u4e1a\u7387Top10\u56fd\u5bb6"
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            "show": true
        }
    ],
    "tooltip": {
        "show": true,
        "trigger": "item",
        "triggerOn": "mousemove|click",
        "axisPointer": {
            "type": "line"
        },
        "textStyle": {
            "fontSize": 14
        },
        "borderWidth": 0
    },
    "xAxis": [
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            "show": true,
            "scale": false,
            "nameLocation": "end",
            "nameGap": 15,
            "gridIndex": 0,
            "inverse": false,
            "offset": 0,
            "splitNumber": 5,
            "minInterval": 0,
            "splitLine": {
                "show": true,
                "lineStyle": {
                    "width": 1,
                    "opacity": 1,
                    "curveness": 0,
                    "type": "solid"
                }
            },
            "data": [
                "South Africa",
                "North Macedonia",
                "Namibia",
                "Eswatini",
                "St. Vincent and the Grenadines",
                "Lesotho",
                "St. Lucia",
                "Armenia",
                "Montenegro",
                "Georgia"
            ]
        }
    ],
    "yAxis": [
        {
            "show": true,
            "scale": false,
            "nameLocation": "end",
            "nameGap": 15,
            "gridIndex": 0,
            "inverse": false,
            "offset": 0,
            "splitNumber": 5,
            "minInterval": 0,
            "splitLine": {
                "show": true,
                "lineStyle": {
                    "width": 1,
                    "opacity": 1,
                    "curveness": 0,
                    "type": "solid"
                }
            }
        }
    ],
    "title": [
        {
            "text": "2019\u5e74\u5168\u7403\u7537\u6027\u5931\u4e1a\u7387Top10\u56fd\u5bb6"
        }
    ],
    "visualMap": {
        "show": true,
        "type": "continuous",
        "min": 15,
        "max": 26,
        "inRange": {
            "color": [
                "#50a3ba",
                "#eac763",
                "#d94e5d"
            ]
        },
        "calculable": true,
        "splitNumber": 5,
        "orient": "vertical",
        "showLabel": true
    }
};
                chart_bcdc820a6d854dd29a9e1dbd5cb6b814.setOption(option_bcdc820a6d854dd29a9e1dbd5cb6b814);
        });
    </script>

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<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[51]:</div>
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">timeline_bar</span><span class="p">()</span> <span class="o">-&gt;</span> <span class="n">Timeline</span><span class="p">:</span>
    <span class="n">x</span> <span class="o">=</span> <span class="n">male_country</span>
    <span class="n">tl</span> <span class="o">=</span> <span class="n">Timeline</span><span class="p">()</span>
    
    <span class="n">bar</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Bar</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;年份&quot;</span><span class="p">,</span> <span class="n">male_2015</span><span class="p">)</span>
            
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span><span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年全球男性失业率Top10&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2015&#39;</span><span class="p">)))</span> 
    <span class="p">)</span>
    <span class="n">tl</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">bar</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2015&#39;</span><span class="p">))</span>
    
    <span class="n">bar1</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Bar</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;年份&quot;</span><span class="p">,</span> <span class="n">male_2016</span><span class="p">)</span>
            
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span><span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年全球男性失业率Top10&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2016&#39;</span><span class="p">)))</span> 
    <span class="p">)</span>
    <span class="n">tl</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">bar1</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2016&#39;</span><span class="p">))</span>
    
    <span class="n">bar2</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Bar</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;年份&quot;</span><span class="p">,</span> <span class="n">male_2017</span><span class="p">)</span>
            
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span><span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年全球男性失业率Top10&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2017&#39;</span><span class="p">)))</span> 
    <span class="p">)</span>
    <span class="n">tl</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">bar2</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2017&#39;</span><span class="p">))</span>
    
    <span class="n">bar3</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Bar</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;年份&quot;</span><span class="p">,</span> <span class="n">male_2018</span><span class="p">)</span>
            
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span><span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年全球男性失业率Top10&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2018&#39;</span><span class="p">)))</span>
    <span class="p">)</span>
    <span class="n">tl</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">bar3</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2018&#39;</span><span class="p">))</span>
    
    <span class="n">bar4</span> <span class="o">=</span> <span class="p">(</span>
        <span class="n">Bar</span><span class="p">()</span>
        <span class="o">.</span><span class="n">add_xaxis</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="o">.</span><span class="n">add_yaxis</span><span class="p">(</span><span class="s2">&quot;年份&quot;</span><span class="p">,</span> <span class="n">male_2019</span><span class="p">)</span>
            
        <span class="o">.</span><span class="n">set_global_opts</span><span class="p">(</span><span class="n">title_opts</span><span class="o">=</span><span class="n">opts</span><span class="o">.</span><span class="n">TitleOpts</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年全球男性失业率Top10&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2019&#39;</span><span class="p">)))</span>
    <span class="p">)</span>
    <span class="n">tl</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">bar4</span><span class="p">,</span> <span class="s2">&quot;</span><span class="si">{}</span><span class="s2">年&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="s1">&#39;2019&#39;</span><span class="p">))</span>
    
    <span class="k">return</span> <span class="n">tl</span>
   
<span class="n">q</span><span class="o">=</span><span class="n">timeline_bar</span><span class="p">()</span>
<span class="n">q</span><span class="o">.</span><span class="n">render_notebook</span><span class="p">()</span>
</pre></div>

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<div class="output">


<div class="output_area">

<div class="prompt output_prompt">Out[51]:</div>



<div class="output_html rendered_html output_subarea output_execute_result">

<script>
    require.config({
        paths: {
            'echarts':'https://assets.pyecharts.org/assets/echarts.min'
        }
    });
</script>

        <div id="328776deb2594668a7cea18d49da8853" style="width:900px; height:500px;"></div>

<script>
        require(['echarts'], function(echarts) {
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                var option_328776deb2594668a7cea18d49da8853 = {
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                "name": "\u5e74\u4efd",
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                "barCategoryGap": "20%",
                "label": {
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                    "position": "top",
                    "margin": 8
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        "timeline": {
            "axisType": "category",
            "orient": "horizontal",
            "autoPlay": false,
            "loop": true,
            "rewind": false,
            "show": true,
            "inverse": false,
            "bottom": "-5px",
            "data": [
                "2015\u5e74",
                "2016\u5e74",
                "2017\u5e74",
                "2018\u5e74",
                "2019\u5e74"
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        },
        "xAxis": [
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                        "width": 1,
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<h3 id="&#36890;&#36807;&#23545;&#27604;2017-2019&#24180;&#20840;&#29699;&#30007;&#24615;&#22833;&#19994;&#29575;&#65292;&#21487;&#20197;&#24471;&#20986;&#65306;">&#36890;&#36807;&#23545;&#27604;2017-2019&#24180;&#20840;&#29699;&#30007;&#24615;&#22833;&#19994;&#29575;&#65292;&#21487;&#20197;&#24471;&#20986;&#65306;<a class="anchor-link" href="#&#36890;&#36807;&#23545;&#27604;2017-2019&#24180;&#20840;&#29699;&#30007;&#24615;&#22833;&#19994;&#29575;&#65292;&#21487;&#20197;&#24471;&#20986;&#65306;">&#182;</a></h3><ol>
<li>2016年男性失业率排名前十的国家其失业率大幅上涨，此后2017-2019年失业率均较为平稳</li>
<li>排名前十的国家中，男性失业率的数据出现明显的断层，前五个国家均保持在20%以上，后五个国家以17%居多</li>
<li>2017年至2018年，前十名国家的男性失业率呈下降趋势，2018至2019年呈现上升趋势</li>
</ol>

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